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Topics from differential equations include first order ODE, homogeneous and nonhomogeneous linear systems, and numerical methods.\"}],\"text\":\"Linear algebra and differential equations.\"}],\"search_phrases\":[\"biological transport kinetics\",\"molecular cell tissue engineering\",\"reaction rate stoichiometry equilibrium\",\"momentum mass transport biology\",\"BME 330 prerequisites\"],\"skills_taught\":[{\"evidence\":[{\"course_id\":\"BME 330\",\"field\":\"description\",\"quote\":\"Introduction to the fundamental principles of kinetics and transport that are relevant for the analysis of biological systems.\"}],\"text\":\"Analysis of biological systems using kinetics and transport principles.\"},{\"evidence\":[{\"course_id\":\"BME 330\",\"field\":\"description\",\"quote\":\"Topics covered include concepts of reaction rate, stoichiometry, equilibrium, momentum/mass transport, and the interaction between transport and kinetics in biological systems.\"}],\"text\":\"Application of reaction rate, stoichiometry, and equilibrium concepts.\"},{\"evidence\":[{\"course_id\":\"BME 330\",\"field\":\"description\",\"quote\":\"interaction between transport and kinetics in biological systems.\"}],\"text\":\"Understanding interaction between transport and kinetics.\"}],\"summary\":{\"evidence\":[{\"course_id\":\"BME 330\",\"field\":\"title\",\"quote\":\"ENGINEERING PRINCIPLES OF MOLECULES, CELLS, AND TISSUES\"}],\"text\":\"BME 330 introduces engineering principles of molecules, cells, and tissues through kinetics and transport analysis.\"},\"topics\":[{\"evidence\":[{\"course_id\":\"BME 330\",\"field\":\"description\",\"quote\":\"concepts of reaction rate, stoichiometry, equilibrium, momentum/mass transport, and the interaction between transport and kinetics in biological systems.\"}],\"text\":\"Reaction rate, stoichiometry, and equilibrium.\"},{\"evidence\":[{\"course_id\":\"BME 330\",\"field\":\"description\",\"quote\":\"momentum/mass transport\"}],\"text\":\"Momentum and mass transport.\"},{\"evidence\":[{\"course_id\":\"BME 330\",\"field\":\"description\",\"quote\":\"interaction between transport and kinetics in biological systems.\"}],\"text\":\"Interaction between transport and kinetics in biological systems.\"}]}","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_8a265fd197218e66e32da298","course_id":"BME 330","catalog_version_id":"d0485cd3475bc52437f6d25229ca2d2d4343fc4b47384b55971d0e34d8be32bf","record_version_id":"af3fce78f808a6fa0b72eb8c55dab5e948d249d79cc15c90ae7ba0e591800dcc","job_id":"enrich-f516c4d3e82cfe326b4f5f54","output_id":"7836d726635c697ef41fd0746c7c24cbf69ecd96645a2fe5b9b80351aacf491e","section":"student_experience","status":"valid","value_json":"{\"status\":\"supported\",\"themes\":[{\"aspect\":\"teaching_clarity\",\"evidence\":[{\"comment\":\"Professor Suarez explains the course concepts very well (including complex concepts such as fluid dynamics and mass transport) very well and solves problems during lecture in a clear, stepwise manner to further elucidate these topics. Prof. Suarez is also very accessible outside of class and gives good advice about how to prepare for exams.\",\"course_id\":\"BME 330\",\"date\":\"2023-12-23 03:11:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"293dbc815ddbdfa3619b8140\",\"instructor_id\":\"rmp:2562251\",\"instructor_name\":\"Darilis Suarez-Gonzalez\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4NzgxMzM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2562251\"},{\"comment\":\"One of the worst lecturers at the university. She's kind but doesn't seem to grasp the content well and is disorganized. Exam work must be done 'her way.' The class is required for BME majors, so you can't avoid her. The TAs seem aware of the situation and do their best to teach what they can in their sections. 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Prof. Suarez is also very accessible outside of class and gives good advice about how to prepare for exams.\",\"course_id\":\"BME 330\",\"date\":\"2023-12-23 03:11:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"293dbc815ddbdfa3619b8140\",\"instructor_id\":\"rmp:2562251\",\"instructor_name\":\"Darilis Suarez-Gonzalez\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4NzgxMzM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2562251\"},{\"comment\":\"One of the worst lecturers at the university. She's kind but doesn't seem to grasp the content well and is disorganized. Exam work must be done 'her way.' The class is required for BME majors, so you can't avoid her. The TAs seem aware of the situation and do their best to teach what they can in their sections. Most likely should not be employed.\",\"course_id\":\"BME 330\",\"date\":\"2024-10-03 15:29:01 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"dbedb12d28c6af7d6c2c0767\",\"instructor_id\":\"rmp:2562251\",\"instructor_name\":\"Darilis Suarez-Gonzalez\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTM5Nzg0MjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2562251\"},{\"comment\":\"Very easy A but you won't learn much. Nice professor, but doesn't understand the material\",\"course_id\":\"BME 330\",\"date\":\"2026-04-10 04:53:34 +0000 UTC\",\"difficulty_rating\":1,\"id\":\"d6de0b12535bc56a42bf36f3\",\"instructor_id\":\"rmp:2562251\",\"instructor_name\":\"Darilis Suarez-Gonzalez\",\"quality_rating\":1,\"source_review_id\":\"UmF0aW5nLTQyODEwOTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2562251\"}],\"evidence_count\":3,\"review_ids\":[\"293dbc815ddbdfa3619b8140\",\"dbedb12d28c6af7d6c2c0767\",\"d6de0b12535bc56a42bf36f3\"],\"scope\":{\"historical\":true,\"instructors\":[{\"id\":\"rmp:2562251\",\"name\":\"Darilis Suarez-Gonzalez\"}],\"review_year_end\":\"2026\",\"review_year_start\":\"2023\"},\"sentiment\":\"mixed\",\"summary\":\"Difficulty ratings vary significantly, with some finding it very easy (rating 1) and others finding it difficult (rating 4), suggesting inconsistent grading or varying student preparedness.\"},{\"aspect\":\"overall\",\"evidence\":[{\"comment\":\"Professor Suarez explains the course concepts very well (including complex concepts such as fluid dynamics and mass transport) very well and solves problems during lecture in a clear, stepwise manner to further elucidate these topics. Prof. Suarez is also very accessible outside of class and gives good advice about how to prepare for exams.\",\"course_id\":\"BME 330\",\"date\":\"2023-12-23 03:11:04 +0000 UTC\",\"difficulty_rating\":4,\"id\":\"293dbc815ddbdfa3619b8140\",\"instructor_id\":\"rmp:2562251\",\"instructor_name\":\"Darilis Suarez-Gonzalez\",\"quality_rating\":5,\"source_review_id\":\"UmF0aW5nLTM4NzgxMzM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2562251\"},{\"comment\":\"One of the worst lecturers at the university. She's kind but doesn't seem to grasp the content well and is disorganized. Exam work must be done 'her way.' The class is required for BME majors, so you can't avoid her. The TAs seem aware of the situation and do their best to teach what they can in their sections. 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Fall 2024: 3.72 GPA, 85.4% A/AB (n=41 letter grades); Fall 2025: 3.73 GPA, 92.7% A/AB (n=55 letter grades).\"}]}],\"difficulty_workload\":[{\"citations\":[{\"instructor_name\":\"Darilis Suarez-Gonzalez\",\"review_date\":\"2024-10-03 15:29:01 +0000 UTC\",\"review_id\":\"dbedb12d28c6af7d6c2c0767\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2562251\",\"source_review_id\":\"UmF0aW5nLTM5Nzg0MjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2562251\",\"type\":\"review\"},{\"instructor_name\":\"Darilis Suarez-Gonzalez\",\"review_date\":\"2026-04-10 04:53:34 +0000 UTC\",\"review_id\":\"d6de0b12535bc56a42bf36f3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2562251\",\"source_review_id\":\"UmF0aW5nLTQyODEwOTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2562251\",\"type\":\"review\"}],\"text\":\"Workload difficulty varies by perspective, with one review citing easy grades and another noting rigid exam requirements that must be followed.\"}],\"errors\":[],\"historical_context\":[],\"message\":null,\"offered\":true,\"profile_hash\":\"e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1\",\"quick_take\":[{\"citations\":[{\"instructor_name\":\"Darilis Suarez-Gonzalez\",\"review_date\":\"2023-12-23 03:11:04 +0000 UTC\",\"review_id\":\"293dbc815ddbdfa3619b8140\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2562251\",\"source_review_id\":\"UmF0aW5nLTM4NzgxMzM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2562251\",\"type\":\"review\"},{\"instructor_name\":\"Darilis Suarez-Gonzalez\",\"review_date\":\"2024-10-03 15:29:01 +0000 UTC\",\"review_id\":\"dbedb12d28c6af7d6c2c0767\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2562251\",\"source_review_id\":\"UmF0aW5nLTM5Nzg0MjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2562251\",\"type\":\"review\"},{\"instructor_name\":\"Darilis Suarez-Gonzalez\",\"review_date\":\"2026-04-10 04:53:34 +0000 UTC\",\"review_id\":\"d6de0b12535bc56a42bf36f3\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2562251\",\"source_review_id\":\"UmF0aW5nLTQyODEwOTEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2562251\",\"type\":\"review\"}],\"text\":\"Reviews for Darilis Suarez-Gonzalez are sharply divided, with some praising her clear explanations and accessibility while others criticize her as disorganized and lacking subject mastery.\"},{\"citations\":[{\"course_id\":\"BME 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"BME 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"BME 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_record\":{\"entity_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"Recent recorded grades — Fall 2023: 3.63 GPA, 82.5% A/AB (n=63 letter grades); Fall 2024: 3.72 GPA, 85.4% A/AB (n=41 letter grades); Fall 2025: 3.73 GPA, 92.7% A/AB (n=55 letter grades).\"}],\"student_experience\":[{\"citations\":[{\"instructor_name\":\"Darilis Suarez-Gonzalez\",\"review_date\":\"2023-12-23 03:11:04 +0000 UTC\",\"review_id\":\"293dbc815ddbdfa3619b8140\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2562251\",\"source_review_id\":\"UmF0aW5nLTM4NzgxMzM4\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2562251\",\"type\":\"review\"},{\"instructor_name\":\"Darilis Suarez-Gonzalez\",\"review_date\":\"2024-10-03 15:29:01 +0000 UTC\",\"review_id\":\"dbedb12d28c6af7d6c2c0767\",\"run_id\":\"20260907T155543-ce3781c4\",\"source_instructor_id\":\"rmp:2562251\",\"source_review_id\":\"UmF0aW5nLTM5Nzg0MjEx\",\"source_url\":\"https://www.ratemyprofessors.com/professor/2562251\",\"type\":\"review\"}],\"text\":\"Students report conflicting experiences regarding lecture clarity and organization, with TAs providing supplementary support in sections.\"}],\"task_hash\":\"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68\",\"teaching_history\":[{\"citations\":[{\"course_id\":\"BME 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"source_record\":{\"entity_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1192\",\"type\":\"grade\"},{\"course_id\":\"BME 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"source_record\":{\"entity_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1212\",\"type\":\"grade\"},{\"course_id\":\"BME 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"source_record\":{\"entity_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1222\",\"type\":\"grade\"},{\"course_id\":\"BME 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"source_record\":{\"entity_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1232\",\"type\":\"grade\"},{\"course_id\":\"BME 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"source_record\":{\"entity_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1242\",\"type\":\"grade\"},{\"course_id\":\"BME 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"source_record\":{\"entity_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1252\",\"type\":\"grade\"},{\"course_id\":\"BME 330\",\"run_id\":\"20260907T155543-ce3781c4\",\"section_number\":1,\"source_course_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"source_record\":{\"entity_id\":\"e5aa44f2-3ea6-3ed5-9d49-e64a4c0b9413\",\"file\":\"tables/observations.parquet\",\"kind\":\"grades\",\"source\":\"madgrades\"},\"table\":\"section_grades_latest\",\"term_id\":\"1262\",\"type\":\"grade\"}],\"text\":\"DARILIS SUAREZ-GONZALEZ is recorded teaching in Fall 2018, Fall 2020, Fall 2021, Fall 2022, Fall 2023, Fall 2024, Fall 2025. 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}]