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Taught a lot from the book and all test questions were from the book or slightly modified.  I reccomend that you look over (not do) all problems from the book before the test to make sure you could do them on a test.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2005-01-07 00:08:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"52b8461a3d9eec44e8e30477\",\"instructor_id\":\"rmp:549694\",\"instructor_name\":\"Gary Shiu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Probably the worst Physics teacher I have ever had. He simply goes over derivations from the book, but in a very hard to follow manner. His homework often simply doesn't ask questions with no explanation. His tests also are on topics not convened in class at all. Avoid him if you can.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2018-11-02 10:11:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7f62b3023c062de879adeabd\",\"instructor_id\":\"rmp:397184\",\"instructor_name\":\"Cary Forest\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjQ4MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/397184\"},{\"comment\":\"Only read PowerPoint. Extremely boring\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-14 23:25:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"667f9df4fc388fc538cc7311\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDUyMzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"She never answer questions from students. She does not understand when harder questions asked, but she always say other things to get around it\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-14 23:26:33 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4ae78a2bb96a15dd00a3defc\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDUyMzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Every time we ask questions, she's always thinking about how to hoodwink us.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-15 15:59:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cf9acd1488f91414344f7bb8\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDUzNjEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Confusing homework, and I cannot understand her lecture\\nNot mandatory attended though, textbook is very helpful\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-18 17:22:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9ef2f1fe10658b7771ae7d35\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5MDYwMDYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Avoid if possible for Physics 104, she just started teaching it and one would be better off trying to teach themselves. Hard to understand, frequently makes errors, says \\\"oops sorry\\\" and moves on without fixing. Has significantly lower exam averages from other professors. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2025-12-09 21:38:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"171bb76fa6daf6e59320b1f2\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMTI4Nzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"she reads the slide. Also the interaction (which she did try) is too awkward\",\"course_id\":\"PHYSICS 322\",\"date\":\"2026-02-13 20:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5439c4b89f92f73a5f7a5a98\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNjExNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":10,\"review_ids\":[\"52b8461a3d9eec44e8e30477\",\"76c838cdb90b4a0daf91656c\",\"7f62b3023c062de879adeabd\",\"667f9df4fc388fc538cc7311\",\"4ae78a2bb96a15dd00a3defc\",\"cf9acd1488f91414344f7bb8\",\"9ef2f1fe10658b7771ae7d35\",\"d49037db4da14e45114bb308\",\"171bb76fa6daf6e59320b1f2\",\"5439c4b89f92f73a5f7a5a98\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:397184\",\"name\":\"Cary Forest\"},{\"id\":\"rmp:549694\",\"name\":\"Gary Shiu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor effectiveness varies widely; some are clear and organized while others are confusing, hard to follow, or make frequent errors.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Fun professor.  Taught a lot from the book and all test questions were from the book or slightly modified.  I reccomend that you look over (not do) all problems from the book before the test to make sure you could do them on a test.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2005-01-07 00:08:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"52b8461a3d9eec44e8e30477\",\"instructor_id\":\"rmp:549694\",\"instructor_name\":\"Gary Shiu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\"},{\"comment\":\"Took this spring 2015. Not very helpful outside of class. Office hours were at 8 AM. :P Textbook was very bad, but he apparently loved it. But, class was good and allowed students to vote on topics to cover at end of the semester (weren't on final exam). Limited notes on exams and some problems are directly from homework, so I copied them on notes.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2015-09-17 03:20:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c48bec8e030a6cdef4e8bd8c\",\"instructor_id\":\"rmp:337292\",\"instructor_name\":\"Mark Eriksson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\"},{\"comment\":\"Probably the worst Physics teacher I have ever had. He simply goes over derivations from the book, but in a very hard to follow manner. His homework often simply doesn't ask questions with no explanation. His tests also are on topics not convened in class at all. Avoid him if you can.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2018-11-02 10:11:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7f62b3023c062de879adeabd\",\"instructor_id\":\"rmp:397184\",\"instructor_name\":\"Cary Forest\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjQ4MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/397184\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":5,\"review_ids\":[\"52b8461a3d9eec44e8e30477\",\"c48bec8e030a6cdef4e8bd8c\",\"7f62b3023c062de879adeabd\",\"76c838cdb90b4a0daf91656c\",\"d49037db4da14e45114bb308\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:337292\",\"name\":\"Mark Eriksson\"},{\"id\":\"rmp:397184\",\"name\":\"Cary Forest\"},{\"id\":\"rmp:549694\",\"name\":\"Gary Shiu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment styles differ by instructor, ranging from open-book exams and straightforward tests to confusing homework and exams covering untaught topics.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Fun professor.  Taught a lot from the book and all test questions were from the book or slightly modified.  I reccomend that you look over (not do) all problems from the book before the test to make sure you could do them on a test.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2005-01-07 00:08:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"52b8461a3d9eec44e8e30477\",\"instructor_id\":\"rmp:549694\",\"instructor_name\":\"Gary Shiu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\"},{\"comment\":\"Took this spring 2015. Not very helpful outside of class. Office hours were at 8 AM. :P Textbook was very bad, but he apparently loved it. But, class was good and allowed students to vote on topics to cover at end of the semester (weren't on final exam). Limited notes on exams and some problems are directly from homework, so I copied them on notes.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2015-09-17 03:20:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c48bec8e030a6cdef4e8bd8c\",\"instructor_id\":\"rmp:337292\",\"instructor_name\":\"Mark Eriksson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Confusing homework, and I cannot understand her lecture\\nNot mandatory attended though, textbook is very helpful\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-18 17:22:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9ef2f1fe10658b7771ae7d35\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5MDYwMDYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":5,\"review_ids\":[\"52b8461a3d9eec44e8e30477\",\"c48bec8e030a6cdef4e8bd8c\",\"76c838cdb90b4a0daf91656c\",\"9ef2f1fe10658b7771ae7d35\",\"d49037db4da14e45114bb308\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:337292\",\"name\":\"Mark Eriksson\"},{\"id\":\"rmp:549694\",\"name\":\"Gary Shiu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally manageable with decent homework and open-book exams, though some students find homework confusing or exams difficult.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Took this spring 2015. Not very helpful outside of class. Office hours were at 8 AM. :P Textbook was very bad, but he apparently loved it. But, class was good and allowed students to vote on topics to cover at end of the semester (weren't on final exam). Limited notes on exams and some problems are directly from homework, so I copied them on notes.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2015-09-17 03:20:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c48bec8e030a6cdef4e8bd8c\",\"instructor_id\":\"rmp:337292\",\"instructor_name\":\"Mark Eriksson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"she reads the slide. Also the interaction (which she did try) is too awkward\",\"course_id\":\"PHYSICS 322\",\"date\":\"2026-02-13 20:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5439c4b89f92f73a5f7a5a98\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNjExNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":4,\"review_ids\":[\"c48bec8e030a6cdef4e8bd8c\",\"76c838cdb90b4a0daf91656c\",\"d49037db4da14e45114bb308\",\"5439c4b89f92f73a5f7a5a98\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:337292\",\"name\":\"Mark Eriksson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization and materials (like PowerPoint slides and textbooks) are cited as helpful by some, while others find the structure lacking or the textbook poor.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_836e8ea19df9fe1516e4ecc4","course_id":"PHYSICS 322","catalog_version_id":"db6b7d5e9088a5da2a4bbd373d145b104a04799b670104c9983bccb3efd1af14","record_version_id":"22aa52bbd81679be166277fb98b37b14f3d7d42582a56223d551c1968f9dd71c","job_id":"enrich-789789da373eecc1ff75f626","output_id":"dd5863ebe2a9a0aa3fce80a704a505cb81621c4e95abb63628809c77e02b99b2","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208or248) and (MATH 234,321or376), or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208or248) and (MATH 234,321or376)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[\"n5\",\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 202,208or248\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[\"n8\",\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 234,321or376\",\"id\":\"n4\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":234,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 234\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":321,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"321\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"376\",\"id\":\"n10\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":false},{"run_id":"20260906T231458-5fdd2fff","observed_at":"2026-09-06 23:14:58.172943+00:00","course_uid":"course_836e8ea19df9fe1516e4ecc4","course_id":"PHYSICS 322","catalog_version_id":"db6b7d5e9088a5da2a4bbd373d145b104a04799b670104c9983bccb3efd1af14","record_version_id":"22aa52bbd81679be166277fb98b37b14f3d7d42582a56223d551c1968f9dd71c","job_id":"enrich-789789da373eecc1ff75f626","output_id":"dd5863ebe2a9a0aa3fce80a704a505cb81621c4e95abb63628809c77e02b99b2","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students. 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Electricity, magnetism, light, and sound.\"},{\"course_id\":\"PHYSICS 208\",\"field\":\"description\",\"quote\":\"calculus-based introduction to physics intended for students majoring in biological sciences\"},{\"course_id\":\"PHYSICS 248\",\"field\":\"description\",\"quote\":\"Continuation ofPHYSICS 247. Electromagnetism, circuits, optics, additional topics in modern physics; with computation.\"}],\"text\":\"Calculus-based physics covering electricity, magnetism, and modern physics.\"},{\"evidence\":[{\"course_id\":\"MATH 234\",\"field\":\"description\",\"quote\":\"Introduction to calculus of functions of several variables; calculus on parameterized curves, derivatives of functions of several variables, multiple integrals, vector calculus.\"},{\"course_id\":\"MATH 321\",\"field\":\"description\",\"quote\":\"Vector analysis: algebra and geometry of vectors, index notation, 3D rotations, Euler angles; vector differential and integral calculus, theorems of Green, Gauss, and Stokes; grad, div, curl, and Laplacian in cylindrical and spherical coordinates; Complex analysis: analytic functions, Cauchy-Riemann equations, conformal mapping, complex integrals, residue theorem.\"},{\"course_id\":\"MATH 376\",\"field\":\"description\",\"quote\":\"Topics in multi-variable calculus and introduction to differential equations.\"}],\"text\":\"Multi-variable calculus, vector calculus, and differential equations.\"}],\"search_phrases\":[\"electromagnetic fields course\",\"PHYSICS 322 syllabus\",\"Maxwell's equations undergraduate\",\"electrostatics magnetostatics course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"Electrostatic fields, capacitance, multi-pole expansion, dielectric theory; magnetostatics; electromagnetic induction; magnetic properties of matter; Maxwell's equations and electromagnetic waves; relativity and electromagnetism.\"}],\"text\":\"Analysis of electrostatic and magnetostatic fields, electromagnetic induction, and wave propagation.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"relativity and electromagnetism.\"}],\"text\":\"Application of relativity principles to electromagnetism.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"title\",\"quote\":\"ELECTROMAGNETIC FIELDS\"},{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"Electrostatic fields, capacitance, multi-pole expansion, dielectric theory; magnetostatics; electromagnetic induction; magnetic properties of matter; Maxwell's equations and electromagnetic waves; relativity and electromagnetism.\"}],\"text\":\"Covers electrostatics, magnetostatics, Maxwell's equations, electromagnetic waves, and relativistic electromagnetism.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"Electrostatic fields, capacitance, multi-pole expansion, dielectric theory\"}],\"text\":\"Electrostatics and dielectric theory\"},{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"magnetostatics; electromagnetic induction; magnetic properties of matter\"}],\"text\":\"Magnetostatics and magnetic properties\"},{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"Maxwell's equations and electromagnetic waves\"}],\"text\":\"Maxwell's equations and electromagnetic waves\"},{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"relativity and electromagnetism\"}],\"text\":\"Relativity and electromagnetism\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_836e8ea19df9fe1516e4ecc4","course_id":"PHYSICS 322","catalog_version_id":"db6b7d5e9088a5da2a4bbd373d145b104a04799b670104c9983bccb3efd1af14","record_version_id":"22aa52bbd81679be166277fb98b37b14f3d7d42582a56223d551c1968f9dd71c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"eca6d6693e792fa90712c17d4f75aa72e3738d69629296594307b8f890bb02af","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Fun professor.  Taught a lot from the book and all test questions were from the book or slightly modified.  I reccomend that you look over (not do) all problems from the book before the test to make sure you could do them on a test.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2005-01-07 00:08:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"52b8461a3d9eec44e8e30477\",\"instructor_id\":\"rmp:549694\",\"instructor_name\":\"Gary Shiu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Probably the worst Physics teacher I have ever had. He simply goes over derivations from the book, but in a very hard to follow manner. His homework often simply doesn't ask questions with no explanation. His tests also are on topics not convened in class at all. Avoid him if you can.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2018-11-02 10:11:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7f62b3023c062de879adeabd\",\"instructor_id\":\"rmp:397184\",\"instructor_name\":\"Cary Forest\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjQ4MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/397184\"},{\"comment\":\"Only read PowerPoint. Extremely boring\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-14 23:25:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"667f9df4fc388fc538cc7311\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDUyMzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"She never answer questions from students. She does not understand when harder questions asked, but she always say other things to get around it\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-14 23:26:33 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4ae78a2bb96a15dd00a3defc\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDUyMzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Every time we ask questions, she's always thinking about how to hoodwink us.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-15 15:59:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cf9acd1488f91414344f7bb8\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDUzNjEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Confusing homework, and I cannot understand her lecture\\nNot mandatory attended though, textbook is very helpful\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-18 17:22:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9ef2f1fe10658b7771ae7d35\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5MDYwMDYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Avoid if possible for Physics 104, she just started teaching it and one would be better off trying to teach themselves. Hard to understand, frequently makes errors, says \\\"oops sorry\\\" and moves on without fixing. Has significantly lower exam averages from other professors. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2025-12-09 21:38:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"171bb76fa6daf6e59320b1f2\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMTI4Nzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"she reads the slide. Also the interaction (which she did try) is too awkward\",\"course_id\":\"PHYSICS 322\",\"date\":\"2026-02-13 20:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5439c4b89f92f73a5f7a5a98\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNjExNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":10,\"review_ids\":[\"52b8461a3d9eec44e8e30477\",\"76c838cdb90b4a0daf91656c\",\"7f62b3023c062de879adeabd\",\"667f9df4fc388fc538cc7311\",\"4ae78a2bb96a15dd00a3defc\",\"cf9acd1488f91414344f7bb8\",\"9ef2f1fe10658b7771ae7d35\",\"d49037db4da14e45114bb308\",\"171bb76fa6daf6e59320b1f2\",\"5439c4b89f92f73a5f7a5a98\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:397184\",\"name\":\"Cary Forest\"},{\"id\":\"rmp:549694\",\"name\":\"Gary Shiu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor effectiveness varies widely; some are clear and organized while others are confusing, hard to follow, or make frequent errors.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Fun professor.  Taught a lot from the book and all test questions were from the book or slightly modified.  I reccomend that you look over (not do) all problems from the book before the test to make sure you could do them on a test.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2005-01-07 00:08:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"52b8461a3d9eec44e8e30477\",\"instructor_id\":\"rmp:549694\",\"instructor_name\":\"Gary Shiu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\"},{\"comment\":\"Took this spring 2015. Not very helpful outside of class. Office hours were at 8 AM. :P Textbook was very bad, but he apparently loved it. But, class was good and allowed students to vote on topics to cover at end of the semester (weren't on final exam). Limited notes on exams and some problems are directly from homework, so I copied them on notes.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2015-09-17 03:20:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c48bec8e030a6cdef4e8bd8c\",\"instructor_id\":\"rmp:337292\",\"instructor_name\":\"Mark Eriksson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\"},{\"comment\":\"Probably the worst Physics teacher I have ever had. He simply goes over derivations from the book, but in a very hard to follow manner. His homework often simply doesn't ask questions with no explanation. His tests also are on topics not convened in class at all. Avoid him if you can.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2018-11-02 10:11:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7f62b3023c062de879adeabd\",\"instructor_id\":\"rmp:397184\",\"instructor_name\":\"Cary Forest\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjQ4MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/397184\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":5,\"review_ids\":[\"52b8461a3d9eec44e8e30477\",\"c48bec8e030a6cdef4e8bd8c\",\"7f62b3023c062de879adeabd\",\"76c838cdb90b4a0daf91656c\",\"d49037db4da14e45114bb308\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:337292\",\"name\":\"Mark Eriksson\"},{\"id\":\"rmp:397184\",\"name\":\"Cary Forest\"},{\"id\":\"rmp:549694\",\"name\":\"Gary Shiu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment styles differ by instructor, ranging from open-book exams and straightforward tests to confusing homework and exams covering untaught topics.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Fun professor.  Taught a lot from the book and all test questions were from the book or slightly modified.  I reccomend that you look over (not do) all problems from the book before the test to make sure you could do them on a test.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2005-01-07 00:08:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"52b8461a3d9eec44e8e30477\",\"instructor_id\":\"rmp:549694\",\"instructor_name\":\"Gary Shiu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\"},{\"comment\":\"Took this spring 2015. Not very helpful outside of class. Office hours were at 8 AM. :P Textbook was very bad, but he apparently loved it. But, class was good and allowed students to vote on topics to cover at end of the semester (weren't on final exam). Limited notes on exams and some problems are directly from homework, so I copied them on notes.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2015-09-17 03:20:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c48bec8e030a6cdef4e8bd8c\",\"instructor_id\":\"rmp:337292\",\"instructor_name\":\"Mark Eriksson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Confusing homework, and I cannot understand her lecture\\nNot mandatory attended though, textbook is very helpful\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-18 17:22:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9ef2f1fe10658b7771ae7d35\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5MDYwMDYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":5,\"review_ids\":[\"52b8461a3d9eec44e8e30477\",\"c48bec8e030a6cdef4e8bd8c\",\"76c838cdb90b4a0daf91656c\",\"9ef2f1fe10658b7771ae7d35\",\"d49037db4da14e45114bb308\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:337292\",\"name\":\"Mark Eriksson\"},{\"id\":\"rmp:549694\",\"name\":\"Gary Shiu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally manageable with decent homework and open-book exams, though some students find homework confusing or exams difficult.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Took this spring 2015. Not very helpful outside of class. Office hours were at 8 AM. :P Textbook was very bad, but he apparently loved it. But, class was good and allowed students to vote on topics to cover at end of the semester (weren't on final exam). Limited notes on exams and some problems are directly from homework, so I copied them on notes.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2015-09-17 03:20:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c48bec8e030a6cdef4e8bd8c\",\"instructor_id\":\"rmp:337292\",\"instructor_name\":\"Mark Eriksson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"she reads the slide. Also the interaction (which she did try) is too awkward\",\"course_id\":\"PHYSICS 322\",\"date\":\"2026-02-13 20:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5439c4b89f92f73a5f7a5a98\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNjExNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":4,\"review_ids\":[\"c48bec8e030a6cdef4e8bd8c\",\"76c838cdb90b4a0daf91656c\",\"d49037db4da14e45114bb308\",\"5439c4b89f92f73a5f7a5a98\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:337292\",\"name\":\"Mark Eriksson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization and materials (like PowerPoint slides and textbooks) are cited as helpful by some, while others find the structure lacking or the textbook poor.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_836e8ea19df9fe1516e4ecc4","course_id":"PHYSICS 322","catalog_version_id":"db6b7d5e9088a5da2a4bbd373d145b104a04799b670104c9983bccb3efd1af14","record_version_id":"22aa52bbd81679be166277fb98b37b14f3d7d42582a56223d551c1968f9dd71c","job_id":"enrich-8b774950c2b6adfdc46d1b82","output_id":"eca6d6693e792fa90712c17d4f75aa72e3738d69629296594307b8f890bb02af","section":"student_summary","status":"invalid","value_json":"{\"context_hash\":\"2bb2d2e7327e3aa5d087eb4b3644dcda0a8883cf66137e55378224fcd7b6bc44\",\"course_id\":\"PHYSICS 322\",\"current_instructors\":[{\"instructor_uid\":\"instructor_87926ec0a8b7ef8225d522e5\",\"message\":\"No course-specific reviews available\",\"name\":\"Akikazu Hashimoto\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[],\"errors\":[{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"history\"},{\"error\":\"ModelAPIError: Connection error.\",\"instructor_uid\":null,\"mode\":\"overview\"}],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02\",\"quick_take\":[{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.50 GPA, 72.9% A/AB (n=70 letter grades); Fall 2025: 3.18 GPA, 45.8% A/AB (n=59 letter grades); Spring 2026: 3.31 GPA, 52.2% A/AB (n=69 letter grades).\"}],\"student_experience\":[],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"}],\"text\":\"CARY FOREST is recorded teaching in Fall 2012, Spring 2013, Fall 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"KE FANG is recorded teaching in Spring 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"MARK ERIKSSON is recorded teaching in Spring 2015, Spring 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"MORITZ MUNCHMEYER is recorded teaching in Spring 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"STEFAN WESTERHOFF is recorded teaching in Spring 2012, Fall 2013, Fall 2014, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":"[{\"mode\": \"history\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}, {\"mode\": \"overview\", \"instructor_uid\": null, \"error\": \"ModelAPIError: Connection error.\"}]","model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_836e8ea19df9fe1516e4ecc4","course_id":"PHYSICS 322","catalog_version_id":"db6b7d5e9088a5da2a4bbd373d145b104a04799b670104c9983bccb3efd1af14","record_version_id":"22aa52bbd81679be166277fb98b37b14f3d7d42582a56223d551c1968f9dd71c","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"88b843dd52a87b5953170aa8336471af7c6684c161e6750f79de5444ce9a4f60","section":"requirements","status":"valid","value_json":"{\"nodes\":[{\"children\":[\"n1\",\"n2\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208or248) and (MATH 234,321or376), or graduate/professional standing\",\"id\":\"n0\",\"kind\":\"any\"},{\"children\":[\"n3\",\"n4\"],\"condition\":null,\"course\":null,\"evidence\":\"(PHYSICS 202,208or248) and (MATH 234,321or376)\",\"id\":\"n1\",\"kind\":\"all\"},{\"children\":[],\"condition\":\"graduate/professional standing\",\"course\":null,\"evidence\":\"graduate/professional standing\",\"id\":\"n2\",\"kind\":\"condition\"},{\"children\":[\"n5\",\"n6\",\"n7\"],\"condition\":null,\"course\":null,\"evidence\":\"PHYSICS 202,208or248\",\"id\":\"n3\",\"kind\":\"any\"},{\"children\":[\"n8\",\"n9\",\"n10\"],\"condition\":null,\"course\":null,\"evidence\":\"MATH 234,321or376\",\"id\":\"n4\",\"kind\":\"any\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":202,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"PHYSICS 202\",\"id\":\"n5\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":208,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"208\",\"id\":\"n6\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":248,\"minimum_grade\":null,\"subjects\":[\"PHYSICS\"],\"timing\":\"prior\"},\"evidence\":\"248\",\"id\":\"n7\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":234,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"MATH 234\",\"id\":\"n8\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":321,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"321\",\"id\":\"n9\",\"kind\":\"course\"},{\"children\":[],\"condition\":null,\"course\":{\"course_number\":376,\"minimum_grade\":null,\"subjects\":[\"MATH\"],\"timing\":\"prior\"},\"evidence\":\"376\",\"id\":\"n10\",\"kind\":\"course\"}],\"notes\":[],\"root\":\"n0\",\"status\":\"parsed\"}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_836e8ea19df9fe1516e4ecc4","course_id":"PHYSICS 322","catalog_version_id":"db6b7d5e9088a5da2a4bbd373d145b104a04799b670104c9983bccb3efd1af14","record_version_id":"22aa52bbd81679be166277fb98b37b14f3d7d42582a56223d551c1968f9dd71c","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"88b843dd52a87b5953170aa8336471af7c6684c161e6750f79de5444ce9a4f60","section":"search_profile","status":"valid","value_json":"{\"assumed_background\":[{\"evidence\":[{\"course_id\":\"PHYSICS 202\",\"field\":\"description\",\"quote\":\"Calculus-based introduction to physics intended for engineering students. 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Taught a lot from the book and all test questions were from the book or slightly modified.  I reccomend that you look over (not do) all problems from the book before the test to make sure you could do them on a test.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2005-01-07 00:08:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"52b8461a3d9eec44e8e30477\",\"instructor_id\":\"rmp:549694\",\"instructor_name\":\"Gary Shiu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Probably the worst Physics teacher I have ever had. He simply goes over derivations from the book, but in a very hard to follow manner. His homework often simply doesn't ask questions with no explanation. His tests also are on topics not convened in class at all. Avoid him if you can.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2018-11-02 10:11:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7f62b3023c062de879adeabd\",\"instructor_id\":\"rmp:397184\",\"instructor_name\":\"Cary Forest\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjQ4MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/397184\"},{\"comment\":\"Only read PowerPoint. Extremely boring\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-14 23:25:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"667f9df4fc388fc538cc7311\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDUyMzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"She never answer questions from students. She does not understand when harder questions asked, but she always say other things to get around it\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-14 23:26:33 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4ae78a2bb96a15dd00a3defc\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDUyMzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Every time we ask questions, she's always thinking about how to hoodwink us.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-15 15:59:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cf9acd1488f91414344f7bb8\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDUzNjEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Confusing homework, and I cannot understand her lecture\\nNot mandatory attended though, textbook is very helpful\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-18 17:22:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9ef2f1fe10658b7771ae7d35\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5MDYwMDYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Avoid if possible for Physics 104, she just started teaching it and one would be better off trying to teach themselves. Hard to understand, frequently makes errors, says \\\"oops sorry\\\" and moves on without fixing. Has significantly lower exam averages from other professors. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2025-12-09 21:38:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"171bb76fa6daf6e59320b1f2\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMTI4Nzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"she reads the slide. Also the interaction (which she did try) is too awkward\",\"course_id\":\"PHYSICS 322\",\"date\":\"2026-02-13 20:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5439c4b89f92f73a5f7a5a98\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNjExNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":10,\"review_ids\":[\"52b8461a3d9eec44e8e30477\",\"76c838cdb90b4a0daf91656c\",\"7f62b3023c062de879adeabd\",\"667f9df4fc388fc538cc7311\",\"4ae78a2bb96a15dd00a3defc\",\"cf9acd1488f91414344f7bb8\",\"9ef2f1fe10658b7771ae7d35\",\"d49037db4da14e45114bb308\",\"171bb76fa6daf6e59320b1f2\",\"5439c4b89f92f73a5f7a5a98\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:397184\",\"name\":\"Cary Forest\"},{\"id\":\"rmp:549694\",\"name\":\"Gary Shiu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor effectiveness varies widely; some are clear and organized while others are confusing, hard to follow, or make frequent errors.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Fun professor.  Taught a lot from the book and all test questions were from the book or slightly modified.  I reccomend that you look over (not do) all problems from the book before the test to make sure you could do them on a test.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2005-01-07 00:08:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"52b8461a3d9eec44e8e30477\",\"instructor_id\":\"rmp:549694\",\"instructor_name\":\"Gary Shiu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\"},{\"comment\":\"Took this spring 2015. Not very helpful outside of class. Office hours were at 8 AM. :P Textbook was very bad, but he apparently loved it. But, class was good and allowed students to vote on topics to cover at end of the semester (weren't on final exam). Limited notes on exams and some problems are directly from homework, so I copied them on notes.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2015-09-17 03:20:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c48bec8e030a6cdef4e8bd8c\",\"instructor_id\":\"rmp:337292\",\"instructor_name\":\"Mark Eriksson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\"},{\"comment\":\"Probably the worst Physics teacher I have ever had. He simply goes over derivations from the book, but in a very hard to follow manner. His homework often simply doesn't ask questions with no explanation. His tests also are on topics not convened in class at all. Avoid him if you can.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2018-11-02 10:11:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7f62b3023c062de879adeabd\",\"instructor_id\":\"rmp:397184\",\"instructor_name\":\"Cary Forest\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjQ4MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/397184\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":5,\"review_ids\":[\"52b8461a3d9eec44e8e30477\",\"c48bec8e030a6cdef4e8bd8c\",\"7f62b3023c062de879adeabd\",\"76c838cdb90b4a0daf91656c\",\"d49037db4da14e45114bb308\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:337292\",\"name\":\"Mark Eriksson\"},{\"id\":\"rmp:397184\",\"name\":\"Cary Forest\"},{\"id\":\"rmp:549694\",\"name\":\"Gary Shiu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment styles differ by instructor, ranging from open-book exams and straightforward tests to confusing homework and exams covering untaught topics.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Fun professor.  Taught a lot from the book and all test questions were from the book or slightly modified.  I reccomend that you look over (not do) all problems from the book before the test to make sure you could do them on a test.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2005-01-07 00:08:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"52b8461a3d9eec44e8e30477\",\"instructor_id\":\"rmp:549694\",\"instructor_name\":\"Gary Shiu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\"},{\"comment\":\"Took this spring 2015. Not very helpful outside of class. Office hours were at 8 AM. :P Textbook was very bad, but he apparently loved it. But, class was good and allowed students to vote on topics to cover at end of the semester (weren't on final exam). Limited notes on exams and some problems are directly from homework, so I copied them on notes.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2015-09-17 03:20:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c48bec8e030a6cdef4e8bd8c\",\"instructor_id\":\"rmp:337292\",\"instructor_name\":\"Mark Eriksson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Confusing homework, and I cannot understand her lecture\\nNot mandatory attended though, textbook is very helpful\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-18 17:22:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9ef2f1fe10658b7771ae7d35\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5MDYwMDYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":5,\"review_ids\":[\"52b8461a3d9eec44e8e30477\",\"c48bec8e030a6cdef4e8bd8c\",\"76c838cdb90b4a0daf91656c\",\"9ef2f1fe10658b7771ae7d35\",\"d49037db4da14e45114bb308\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:337292\",\"name\":\"Mark Eriksson\"},{\"id\":\"rmp:549694\",\"name\":\"Gary Shiu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally manageable with decent homework and open-book exams, though some students find homework confusing or exams difficult.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Took this spring 2015. Not very helpful outside of class. Office hours were at 8 AM. :P Textbook was very bad, but he apparently loved it. But, class was good and allowed students to vote on topics to cover at end of the semester (weren't on final exam). Limited notes on exams and some problems are directly from homework, so I copied them on notes.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2015-09-17 03:20:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c48bec8e030a6cdef4e8bd8c\",\"instructor_id\":\"rmp:337292\",\"instructor_name\":\"Mark Eriksson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"she reads the slide. Also the interaction (which she did try) is too awkward\",\"course_id\":\"PHYSICS 322\",\"date\":\"2026-02-13 20:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5439c4b89f92f73a5f7a5a98\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNjExNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":4,\"review_ids\":[\"c48bec8e030a6cdef4e8bd8c\",\"76c838cdb90b4a0daf91656c\",\"d49037db4da14e45114bb308\",\"5439c4b89f92f73a5f7a5a98\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:337292\",\"name\":\"Mark Eriksson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization and materials (like PowerPoint slides and textbooks) are cited as helpful by some, while others find the structure lacking or the textbook poor.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_836e8ea19df9fe1516e4ecc4","course_id":"PHYSICS 322","catalog_version_id":"db6b7d5e9088a5da2a4bbd373d145b104a04799b670104c9983bccb3efd1af14","record_version_id":"22aa52bbd81679be166277fb98b37b14f3d7d42582a56223d551c1968f9dd71c","job_id":"enrich-ecd149b6a6e0877fce2f3d1c","output_id":"88b843dd52a87b5953170aa8336471af7c6684c161e6750f79de5444ce9a4f60","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"2bb2d2e7327e3aa5d087eb4b3644dcda0a8883cf66137e55378224fcd7b6bc44\",\"course_id\":\"PHYSICS 322\",\"current_instructors\":[{\"instructor_uid\":\"instructor_87926ec0a8b7ef8225d522e5\",\"message\":\"No course-specific reviews available\",\"name\":\"Akikazu Hashimoto\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-03-18 17:22:47 +0000 UTC\",\"review_id\":\"9ef2f1fe10658b7771ae7d35\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5MDYwMDYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-05-12 21:24:24 +0000 UTC\",\"review_id\":\"d49037db4da14e45114bb308\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"}],\"text\":\"Historical reviews of Ke Fang: Homework can be confusing and lectures difficult to follow, but the textbook is helpful and exams mirror problem sets.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Gary Shiu\",\"review_date\":\"2005-01-07 00:08:08 +0000 UTC\",\"review_id\":\"52b8461a3d9eec44e8e30477\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:549694\",\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\",\"type\":\"review\"},{\"instructor_name\":\"Stefan Westerhoff\",\"review_date\":\"2014-04-05 00:07:56 +0000 UTC\",\"review_id\":\"e658203143e280ad0d51ab20\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1304665\",\"source_review_id\":\"UmF0aW5nLTIyOTkyNjUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1304665\",\"type\":\"review\"},{\"instructor_name\":\"Mark Eriksson\",\"review_date\":\"2015-09-17 03:20:45 +0000 UTC\",\"review_id\":\"c48bec8e030a6cdef4e8bd8c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:337292\",\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\",\"type\":\"review\"},{\"instructor_name\":\"Cary Forest\",\"review_date\":\"2018-11-02 10:11:54 +0000 UTC\",\"review_id\":\"7f62b3023c062de879adeabd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:397184\",\"source_review_id\":\"UmF0aW5nLTMwNjQ4MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/397184\",\"type\":\"review\"}],\"text\":\"Historical reviews for Gary Shiu and Stefan Westerhoff describe positive experiences, with Shiu providing clear test preparation based on the textbook and Westerhoff receiving high praise. In contrast, Mark Eriksson received feedback for unhelpful office hours, while Cary Forest was criticized for confusing derivations and exams covering untaught topics.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-05-12 21:24:24 +0000 UTC\",\"review_id\":\"d49037db4da14e45114bb308\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"}],\"text\":\"Historical reviews of Ke Fang: Ke Fang presents textbook concepts clearly with organized grading and helpful problem sets, though lectures are not engaging.\"},{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.50 GPA, 72.9% A/AB (n=70 letter grades); Fall 2025: 3.18 GPA, 45.8% A/AB (n=59 letter grades); Spring 2026: 3.31 GPA, 52.2% A/AB (n=69 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-03-14 23:25:06 +0000 UTC\",\"review_id\":\"667f9df4fc388fc538cc7311\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5MDUyMzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-03-14 23:26:33 +0000 UTC\",\"review_id\":\"4ae78a2bb96a15dd00a3defc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5MDUyMzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-03-15 15:59:03 +0000 UTC\",\"review_id\":\"cf9acd1488f91414344f7bb8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5MDUzNjEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2025-12-09 21:38:33 +0000 UTC\",\"review_id\":\"171bb76fa6daf6e59320b1f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTQyMTI4Nzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2026-02-13 20:02:19 +0000 UTC\",\"review_id\":\"5439c4b89f92f73a5f7a5a98\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTQyNjExNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"}],\"text\":\"Historical reviews of Ke Fang: Many students find Fang's lectures boring, unhelpful, and confusing, with reports of poor question handling and awkward interaction.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"}],\"text\":\"CARY FOREST is recorded teaching in Fall 2012, Spring 2013, Fall 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"KE FANG is recorded teaching in Spring 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"MARK ERIKSSON is recorded teaching in Spring 2015, Spring 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"MORITZ MUNCHMEYER is recorded teaching in Spring 2022. 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Electromagnetism, circuits, optics, additional topics in modern physics; with computation.\"}],\"text\":\"Calculus-based physics covering electricity, magnetism, and modern physics.\"},{\"evidence\":[{\"course_id\":\"MATH 234\",\"field\":\"description\",\"quote\":\"Introduction to calculus of functions of several variables; calculus on parameterized curves, derivatives of functions of several variables, multiple integrals, vector calculus.\"},{\"course_id\":\"MATH 321\",\"field\":\"description\",\"quote\":\"Vector analysis: algebra and geometry of vectors, index notation, 3D rotations, Euler angles; vector differential and integral calculus, theorems of Green, Gauss, and Stokes; grad, div, curl, and Laplacian in cylindrical and spherical coordinates; Complex analysis: analytic functions, Cauchy-Riemann equations, conformal mapping, complex integrals, residue theorem.\"},{\"course_id\":\"MATH 376\",\"field\":\"description\",\"quote\":\"Topics in multi-variable calculus and introduction to differential equations.\"}],\"text\":\"Multi-variable calculus, vector calculus, and differential equations.\"}],\"search_phrases\":[\"electromagnetic fields course\",\"PHYSICS 322 syllabus\",\"Maxwell's equations undergraduate\",\"electrostatics magnetostatics course\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"Electrostatic fields, capacitance, multi-pole expansion, dielectric theory; magnetostatics; electromagnetic induction; magnetic properties of matter; Maxwell's equations and electromagnetic waves; relativity and electromagnetism.\"}],\"text\":\"Analysis of electrostatic and magnetostatic fields, electromagnetic induction, and wave propagation.\"},{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"relativity and electromagnetism.\"}],\"text\":\"Application of relativity principles to electromagnetism.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"title\",\"quote\":\"ELECTROMAGNETIC FIELDS\"},{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"Electrostatic fields, capacitance, multi-pole expansion, dielectric theory; magnetostatics; electromagnetic induction; magnetic properties of matter; Maxwell's equations and electromagnetic waves; relativity and electromagnetism.\"}],\"text\":\"Covers electrostatics, magnetostatics, Maxwell's equations, electromagnetic waves, and relativistic electromagnetism.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"Electrostatic fields, capacitance, multi-pole expansion, dielectric theory\"}],\"text\":\"Electrostatics and dielectric theory\"},{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"magnetostatics; electromagnetic induction; magnetic properties of matter\"}],\"text\":\"Magnetostatics and magnetic properties\"},{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"Maxwell's equations and electromagnetic waves\"}],\"text\":\"Maxwell's equations and electromagnetic waves\"},{\"evidence\":[{\"course_id\":\"PHYSICS 322\",\"field\":\"description\",\"quote\":\"relativity and electromagnetism\"}],\"text\":\"Relativity and electromagnetism\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_836e8ea19df9fe1516e4ecc4","course_id":"PHYSICS 322","catalog_version_id":"db6b7d5e9088a5da2a4bbd373d145b104a04799b670104c9983bccb3efd1af14","record_version_id":"22aa52bbd81679be166277fb98b37b14f3d7d42582a56223d551c1968f9dd71c","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"6f93381932fb2e07182c9109e3bde0780da155aad3d8fb8a3a865da72ba784a3","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Fun professor.  Taught a lot from the book and all test questions were from the book or slightly modified.  I reccomend that you look over (not do) all problems from the book before the test to make sure you could do them on a test.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2005-01-07 00:08:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"52b8461a3d9eec44e8e30477\",\"instructor_id\":\"rmp:549694\",\"instructor_name\":\"Gary Shiu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Probably the worst Physics teacher I have ever had. He simply goes over derivations from the book, but in a very hard to follow manner. His homework often simply doesn't ask questions with no explanation. His tests also are on topics not convened in class at all. Avoid him if you can.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2018-11-02 10:11:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7f62b3023c062de879adeabd\",\"instructor_id\":\"rmp:397184\",\"instructor_name\":\"Cary Forest\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjQ4MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/397184\"},{\"comment\":\"Only read PowerPoint. Extremely boring\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-14 23:25:06 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"667f9df4fc388fc538cc7311\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDUyMzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"She never answer questions from students. She does not understand when harder questions asked, but she always say other things to get around it\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-14 23:26:33 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"4ae78a2bb96a15dd00a3defc\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDUyMzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Every time we ask questions, she's always thinking about how to hoodwink us.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-15 15:59:03 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"cf9acd1488f91414344f7bb8\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5MDUzNjEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Confusing homework, and I cannot understand her lecture\\nNot mandatory attended though, textbook is very helpful\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-18 17:22:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9ef2f1fe10658b7771ae7d35\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5MDYwMDYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Avoid if possible for Physics 104, she just started teaching it and one would be better off trying to teach themselves. Hard to understand, frequently makes errors, says \\\"oops sorry\\\" and moves on without fixing. Has significantly lower exam averages from other professors. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2025-12-09 21:38:33 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"171bb76fa6daf6e59320b1f2\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyMTI4Nzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"she reads the slide. Also the interaction (which she did try) is too awkward\",\"course_id\":\"PHYSICS 322\",\"date\":\"2026-02-13 20:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5439c4b89f92f73a5f7a5a98\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNjExNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":10,\"review_ids\":[\"52b8461a3d9eec44e8e30477\",\"76c838cdb90b4a0daf91656c\",\"7f62b3023c062de879adeabd\",\"667f9df4fc388fc538cc7311\",\"4ae78a2bb96a15dd00a3defc\",\"cf9acd1488f91414344f7bb8\",\"9ef2f1fe10658b7771ae7d35\",\"d49037db4da14e45114bb308\",\"171bb76fa6daf6e59320b1f2\",\"5439c4b89f92f73a5f7a5a98\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:397184\",\"name\":\"Cary Forest\"},{\"id\":\"rmp:549694\",\"name\":\"Gary Shiu\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Instructor effectiveness varies widely; some are clear and organized while others are confusing, hard to follow, or make frequent errors.\"},{\"aspect\":\"assessment\",\"evidence\":[{\"comment\":\"Fun professor.  Taught a lot from the book and all test questions were from the book or slightly modified.  I reccomend that you look over (not do) all problems from the book before the test to make sure you could do them on a test.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2005-01-07 00:08:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"52b8461a3d9eec44e8e30477\",\"instructor_id\":\"rmp:549694\",\"instructor_name\":\"Gary Shiu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\"},{\"comment\":\"Took this spring 2015. Not very helpful outside of class. Office hours were at 8 AM. :P Textbook was very bad, but he apparently loved it. But, class was good and allowed students to vote on topics to cover at end of the semester (weren't on final exam). Limited notes on exams and some problems are directly from homework, so I copied them on notes.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2015-09-17 03:20:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c48bec8e030a6cdef4e8bd8c\",\"instructor_id\":\"rmp:337292\",\"instructor_name\":\"Mark Eriksson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\"},{\"comment\":\"Probably the worst Physics teacher I have ever had. He simply goes over derivations from the book, but in a very hard to follow manner. His homework often simply doesn't ask questions with no explanation. His tests also are on topics not convened in class at all. Avoid him if you can.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2018-11-02 10:11:54 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"7f62b3023c062de879adeabd\",\"instructor_id\":\"rmp:397184\",\"instructor_name\":\"Cary Forest\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTMwNjQ4MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/397184\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":5,\"review_ids\":[\"52b8461a3d9eec44e8e30477\",\"c48bec8e030a6cdef4e8bd8c\",\"7f62b3023c062de879adeabd\",\"76c838cdb90b4a0daf91656c\",\"d49037db4da14e45114bb308\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:337292\",\"name\":\"Mark Eriksson\"},{\"id\":\"rmp:397184\",\"name\":\"Cary Forest\"},{\"id\":\"rmp:549694\",\"name\":\"Gary Shiu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Assessment styles differ by instructor, ranging from open-book exams and straightforward tests to confusing homework and exams covering untaught topics.\"},{\"aspect\":\"workload\",\"evidence\":[{\"comment\":\"Fun professor.  Taught a lot from the book and all test questions were from the book or slightly modified.  I reccomend that you look over (not do) all problems from the book before the test to make sure you could do them on a test.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2005-01-07 00:08:08 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"52b8461a3d9eec44e8e30477\",\"instructor_id\":\"rmp:549694\",\"instructor_name\":\"Gary Shiu\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\"},{\"comment\":\"Took this spring 2015. Not very helpful outside of class. Office hours were at 8 AM. :P Textbook was very bad, but he apparently loved it. But, class was good and allowed students to vote on topics to cover at end of the semester (weren't on final exam). Limited notes on exams and some problems are directly from homework, so I copied them on notes.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2015-09-17 03:20:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c48bec8e030a6cdef4e8bd8c\",\"instructor_id\":\"rmp:337292\",\"instructor_name\":\"Mark Eriksson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Confusing homework, and I cannot understand her lecture\\nNot mandatory attended though, textbook is very helpful\",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-03-18 17:22:47 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"9ef2f1fe10658b7771ae7d35\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":2,\"source_review_id\":\"UmF0aW5nLTM5MDYwMDYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":5,\"review_ids\":[\"52b8461a3d9eec44e8e30477\",\"c48bec8e030a6cdef4e8bd8c\",\"76c838cdb90b4a0daf91656c\",\"9ef2f1fe10658b7771ae7d35\",\"d49037db4da14e45114bb308\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:337292\",\"name\":\"Mark Eriksson\"},{\"id\":\"rmp:549694\",\"name\":\"Gary Shiu\"}],\"review_year_end\":\"2024\",\"review_year_start\":\"2005\"},\"sentiment\":\"mixed\",\"summary\":\"Workload is generally manageable with decent homework and open-book exams, though some students find homework confusing or exams difficult.\"},{\"aspect\":\"organization\",\"evidence\":[{\"comment\":\"Took this spring 2015. Not very helpful outside of class. Office hours were at 8 AM. :P Textbook was very bad, but he apparently loved it. But, class was good and allowed students to vote on topics to cover at end of the semester (weren't on final exam). Limited notes on exams and some problems are directly from homework, so I copied them on notes.\",\"course_id\":\"PHYSICS 322\",\"date\":\"2015-09-17 03:20:45 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"c48bec8e030a6cdef4e8bd8c\",\"instructor_id\":\"rmp:337292\",\"instructor_name\":\"Mark Eriksson\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\"},{\"comment\":\"Very easy class with open book exams and decent amount of homework. Very good powerpoint he made for class, and lectures are organized very well\",\"course_id\":\"PHYSICS 322\",\"date\":\"2022-07-05 17:40:24 +0000 UTC\",\"difficulty_rating\":2,\"id\":\"76c838cdb90b4a0daf91656c\",\"instructor_id\":\"rmp:2809006\",\"instructor_name\":\"Moritz Munchmeyer\",\"quality_rating\":3,\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\"},{\"comment\":\"Neither virtue nor vice. She did a decent job of presenting the main concepts from the textbook, but the lectures are by no means engaging. Clear grading criteria and canvas organization. Problem sets and discussion problems help understand the course, and exams are similar to problem sets and textbook examples. \",\"course_id\":\"PHYSICS 322\",\"date\":\"2024-05-12 21:24:24 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"d49037db4da14e45114bb308\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":4,\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"},{\"comment\":\"she reads the slide. Also the interaction (which she did try) is too awkward\",\"course_id\":\"PHYSICS 322\",\"date\":\"2026-02-13 20:02:19 +0000 UTC\",\"difficulty_rating\":3,\"id\":\"5439c4b89f92f73a5f7a5a98\",\"instructor_id\":\"rmp:2992686\",\"instructor_name\":\"Ke Fang\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyNjExNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\"}],\"evidence_count\":4,\"review_ids\":[\"c48bec8e030a6cdef4e8bd8c\",\"76c838cdb90b4a0daf91656c\",\"d49037db4da14e45114bb308\",\"5439c4b89f92f73a5f7a5a98\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2809006\",\"name\":\"Moritz Munchmeyer\"},{\"id\":\"rmp:2992686\",\"name\":\"Ke Fang\"},{\"id\":\"rmp:337292\",\"name\":\"Mark Eriksson\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2015\"},\"sentiment\":\"mixed\",\"summary\":\"Course organization and materials (like PowerPoint slides and textbooks) are cited as helpful by some, while others find the structure lacking or the textbook poor.\"}]}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true},{"run_id":"20260907T155543-ce3781c4","observed_at":"2026-09-07 15:55:43.033547+00:00","course_uid":"course_836e8ea19df9fe1516e4ecc4","course_id":"PHYSICS 322","catalog_version_id":"db6b7d5e9088a5da2a4bbd373d145b104a04799b670104c9983bccb3efd1af14","record_version_id":"22aa52bbd81679be166277fb98b37b14f3d7d42582a56223d551c1968f9dd71c","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"6f93381932fb2e07182c9109e3bde0780da155aad3d8fb8a3a865da72ba784a3","section":"student_summary","status":"valid","value_json":"{\"context_hash\":\"2bb2d2e7327e3aa5d087eb4b3644dcda0a8883cf66137e55378224fcd7b6bc44\",\"course_id\":\"PHYSICS 322\",\"current_instructors\":[{\"instructor_uid\":\"instructor_87926ec0a8b7ef8225d522e5\",\"message\":\"No course-specific reviews available\",\"name\":\"Akikazu Hashimoto\",\"review_status\":\"no_course_reviews\",\"rmp_instructor_id\":null,\"summary\":[]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-03-18 17:22:47 +0000 UTC\",\"review_id\":\"9ef2f1fe10658b7771ae7d35\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5MDYwMDYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-05-12 21:24:24 +0000 UTC\",\"review_id\":\"d49037db4da14e45114bb308\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"}],\"text\":\"Historical reviews of Ke Fang: Homework can be confusing and lectures difficult to follow, but the textbook is helpful and exams mirror problem sets.\"}],\"errors\":[],\"historical_context\":[{\"citations\":[{\"instructor_name\":\"Gary Shiu\",\"review_date\":\"2005-01-07 00:08:08 +0000 UTC\",\"review_id\":\"52b8461a3d9eec44e8e30477\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:549694\",\"source_review_id\":\"UmF0aW5nLTMxNzMxODY=\",\"source_url\":\"https://www.ratemyprofessors.com/professor/549694\",\"type\":\"review\"},{\"instructor_name\":\"Stefan Westerhoff\",\"review_date\":\"2014-04-05 00:07:56 +0000 UTC\",\"review_id\":\"e658203143e280ad0d51ab20\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:1304665\",\"source_review_id\":\"UmF0aW5nLTIyOTkyNjUw\",\"source_url\":\"https://www.ratemyprofessors.com/professor/1304665\",\"type\":\"review\"},{\"instructor_name\":\"Mark Eriksson\",\"review_date\":\"2015-09-17 03:20:45 +0000 UTC\",\"review_id\":\"c48bec8e030a6cdef4e8bd8c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:337292\",\"source_review_id\":\"UmF0aW5nLTI1MTk0MzM3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/337292\",\"type\":\"review\"},{\"instructor_name\":\"Cary Forest\",\"review_date\":\"2018-11-02 10:11:54 +0000 UTC\",\"review_id\":\"7f62b3023c062de879adeabd\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:397184\",\"source_review_id\":\"UmF0aW5nLTMwNjQ4MDU2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/397184\",\"type\":\"review\"},{\"instructor_name\":\"Moritz Munchmeyer\",\"review_date\":\"2022-07-05 17:40:24 +0000 UTC\",\"review_id\":\"76c838cdb90b4a0daf91656c\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2809006\",\"source_review_id\":\"UmF0aW5nLTM2NTA0MjE3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2809006\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-03-14 23:25:06 +0000 UTC\",\"review_id\":\"667f9df4fc388fc538cc7311\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5MDUyMzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-03-14 23:26:33 +0000 UTC\",\"review_id\":\"4ae78a2bb96a15dd00a3defc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5MDUyMzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-03-15 15:59:03 +0000 UTC\",\"review_id\":\"cf9acd1488f91414344f7bb8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5MDUzNjEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-03-18 17:22:47 +0000 UTC\",\"review_id\":\"9ef2f1fe10658b7771ae7d35\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5MDYwMDYz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-05-12 21:24:24 +0000 UTC\",\"review_id\":\"d49037db4da14e45114bb308\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"}],\"text\":\"Akikazu Hashimoto is the current instructor, but no reviews are available for him. Historical reviews for previous instructors like Gary Shiu and Ke Fang show mixed experiences, with some praising clear materials and others citing confusing lectures and poor communication.\"}],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-05-12 21:24:24 +0000 UTC\",\"review_id\":\"d49037db4da14e45114bb308\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5NDQ0OTc2\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"}],\"text\":\"Historical reviews of Ke Fang: Ke Fang presents textbook concepts clearly with organized grading and helpful problem sets, though lectures are not engaging.\"},{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1254\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1264\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Spring 2025: 3.50 GPA, 72.9% A/AB (n=70 letter grades); Fall 2025: 3.18 GPA, 45.8% A/AB (n=59 letter grades); Spring 2026: 3.31 GPA, 52.2% A/AB (n=69 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-03-14 23:25:06 +0000 UTC\",\"review_id\":\"667f9df4fc388fc538cc7311\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5MDUyMzQ4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-03-14 23:26:33 +0000 UTC\",\"review_id\":\"4ae78a2bb96a15dd00a3defc\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5MDUyMzUx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2024-03-15 15:59:03 +0000 UTC\",\"review_id\":\"cf9acd1488f91414344f7bb8\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTM5MDUzNjEz\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2025-12-09 21:38:33 +0000 UTC\",\"review_id\":\"171bb76fa6daf6e59320b1f2\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTQyMTI4Nzk3\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"},{\"instructor_name\":\"Ke Fang\",\"review_date\":\"2026-02-13 20:02:19 +0000 UTC\",\"review_id\":\"5439c4b89f92f73a5f7a5a98\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2992686\",\"source_review_id\":\"UmF0aW5nLTQyNjExNDA5\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2992686\",\"type\":\"review\"}],\"text\":\"Historical reviews of Ke Fang: Many students find Fang's lectures boring, unhelpful, and confusing, with reports of poor question handling and awkward interaction.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1132\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1134\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"}],\"text\":\"CARY FOREST is recorded teaching in Fall 2012, Spring 2013, Fall 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1234\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1244\",\"type\":\"grade\"}],\"text\":\"KE FANG is recorded teaching in Spring 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1154\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1174\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1184\",\"type\":\"grade\"}],\"text\":\"MARK ERIKSSON is recorded teaching in Spring 2015, Spring 2017, Spring 2018. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1224\",\"type\":\"grade\"}],\"text\":\"MORITZ MUNCHMEYER is recorded teaching in Spring 2022. Recorded history may be incomplete and does not establish a future schedule.\"},{\"citations\":[{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1124\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1142\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1152\",\"type\":\"grade\"},{\"course_id\":\"PHYSICS 322\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"source_record\":{\"entity_id\":\"33ed5bc8-89a8-395e-8478-ea043525c182\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1182\",\"type\":\"grade\"}],\"text\":\"STEFAN WESTERHOFF is recorded teaching in Spring 2012, Fall 2013, Fall 2014, Fall 2017. Recorded history may be incomplete and does not establish a future schedule.\"}],\"term_id\":\"1272\",\"term_name\":\"2026 Fall\",\"version\":2}","candidate_json":null,"error":null,"model":"nvidia/Qwen3.6-35B-A3B-NVFP4","model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","selected_for_release":true}]