Course Schedule and Catalog
Course Catalog - 2021-2022
CEVE 427 - PHY GUIDED ML-DATA DRIVEN FEM
Long Title: PHYSICS GUIDED MACHINE LEARNING & DATA DRIVEN MODELING FEM
Department: Civil & Environmental Engr
Grade Mode: Standard Letter
Language of Instruction: Taught in English
Course Type: Lecture
Credit Hours: 3
Restrictions:
Must be enrolled in one of the following Level(s):
Undergraduate Professional
Visiting Undergraduate
Undergraduate
Prerequisite(s): CEVE 311 OR MECH 311 OR MECH 315
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. Cannot be taken concurrently with CEVE/MECH 527. Prerequisites CEVE/MECH 311. Cross-list: MECH 427. Mutually Exclusive: Cannot register for CEVE 427 if student has credit for CEVE 527.
Course URL: http://Satishnagarajaiah.rice.edu