Causal and Uncertainty-Aware AI for Engineering Analysis and Design

The SEAD Lab focuses on

1. Physics for Machine Learning: Integrate engineering analysis & design knowledge into stochastic machine learning algorithm development.

2. Machine Learning for Physics: Harness machine learning for engineering analysis & design knowledge discovery under uncertainty.