CHE 575 Data-Driven Modeling for Physical Systems

Units: 4
Terms Offered: Fa

Data-driven and machine learning algorithms for dimensionality reduction, analysis and prediction in physical systems; applications in process control, fluid dynamics and energy and environmental systems.
Recommended Preparation: Linear algebra and differential equations on the level of MATH 245, computer programming on the level of ITP 115 or ITP 168
Instruction Mode: Lecture
Grading Option: Letter

Crosslisted as PTE 575