A Short Primer on UQ

Uncertainty Quantification (UQ) is at the intersection of mathematics, statistics, machine learning, and applied science. This lecture explores UQ's history, methods, and growing applications. Unpack the concept of VVUQ (Verification, Validation, and Uncertainty Quantification) formalism and inverse problems. Learn how machine learning can be used to solve inverse problems, enabling more accurate predictions in complex systems.