Course Schedule - Fall Semester 2021

     

MECH 527 001 (CRN: 13670)

PHY GUIDED ML- DATA DRIVEN FEM

Long Title: PHYSICS GUIDED MACHINE LEARNING & DATA DRIVEN MODELING FEM
Department: Mechanical Engineering
Instructor: Nagarajaiah, Satish
Meeting: 1:00PM - 2:15PM TR RYN 201 (23-AUG-2021 - 3-DEC-2021) 
Session: Full Term
Grade Mode: Standard Letter
Course Type: Lecture
Language of Instruction: Taught in English
Method of Instruction: Face to Face
Credit Hours: 3
Course Syllabus:
Course Materials: Rice Campus Store
 
Restrictions:
Must be enrolled in one of the following Level(s):
Graduate
Prerequisites: CEVE 311 OR MECH 311
Section Max Enrollment: 7
Section Enrolled: 6
Total Cross-list Max Enrollment: 25
Total Cross-list Enrolled: 19
Enrollment data as of: 11-AUG-2022 9:39AM
 
Additional Fees: None
 
Final Exam: Scheduled Final Exam-OTR Room
Final Exam Time:
8-DEC-2021  
2:00PM - 5:00PM W RYN 201
 
Description: Introduction to physics guided machine learning and data driven modeling from a rigorous finite element analysis and system dynamics (& optimization) perspective. Programming needed will be introduced in the course. The course involves series of assignments involving programming. Project work will be assigned at the end of the semester in lieu of the final exam. Students in CEVE 527 (GR version) will be required to do more advanced assignments and a project. Prerequisites CEVE/MECH 311. Cross-list: CEVE 427, MECH 427, CEVE 527. Mutually Exclusive: Cannot register for MECH 527 if student has credit for MECH 427.