Books
Explore published titles and open online books used in PSL courses and research training.
Published
Introduction to Data Science for Engineering Students
A practical introduction to data science concepts and tools for engineering students.
Published
Online Books (Lecture Notes)
Introduction to Scientific Machine Learning
Online lecture notes introducing scientific machine learning through the language of uncertainty and probabilistic modeling.
Online
Advanced Scientific Machine Learning
Advanced SML lecture notes: uncertainty, inverse problems, and physics-informed learning.
Online