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Virginia Tech

CS-6814: Science-Guided Machine Learning

Description: Addresses specific advanced topics in science-guided machine learning (SGML). Seminal papers, book chapters, and recent developments in the field will be used as a source of material too new to yet be in a textbook. Detailed study of science-guided learning, science-guided model design, science-guided initialization, and hybrid-science-machine learning modeling. Student participation is in a seminar style format. Pre: Graduate standing.

Pathways: N/A

Course Hours: 3 credits

Prerequisites: N/A

Required By: N/A

Corequisites: N/A

Crosslist: N/A

Repeatability: N/A

Sections Taught: 1

Average GPA: 3.96 (A)

Strict A Rate (No A-) : 87.00%

Average Withdrawal Rate: 0.00%

Anuj Karpatne2023100.0%0.0%0.0%0.0%0.0%0.0%3.961

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