Teaching
Courses taught by Prof. Ilias Bilionis, focused on data science, scientific machine learning, and probabilistic modeling.
ME 239 — Introduction to Data Science for Mechanical Engineers
An introductory course covering core data science concepts and tools for mechanical engineers.
Credits: 1 credit
When offered: Every semester
ME 539 — Introduction to Scientific Machine Learning
A probabilistic introduction to scientific machine learning, uncertainty, and physics-informed modeling.
Advanced Scientific Machine Learning
Advanced topics in scientific ML, Bayesian inference, and modern probabilistic modeling workflows.