Michael D. Shields

A new method improves surrogate modeling accuracy using physical principles.

Introducing a framework that improves reliability analysis efficiency for rare events.

Bayesian neural networks enhance material behavior predictions with uncertainty estimates.

RINO offers a new approach to solving partial differential equations efficiently.