Stochastic Engineering Analysis & Design Lab

Where Machine Learning Meets Engineering Analysis & Design under Uncertainty

The Stochastic Engineering Analysis & Design (SEAD) Lab focuses on

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

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

Our Research

Our Research

Our research integrates machine learning algorithms into engineering analysis and design under uncertainty, focusing on process-structure-property-performance relationships.