Where Machine Learning Meets Engineering Analysis & Design Under Uncertainty
The Stochastic Engineering Analysis & Design (SEAD) Lab focuses on
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Physics for Machine Learning: Integrate engineering analysis & design knowledge into stochastic machine learning algorithm development.
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Machine Learning for Physics: Harness machine learning for engineering analysis & design knowledge discovery under uncertainty.
Our News
2026-01 SEAD Research on Trustworthy AI Featured in Aerospace America
2025-11 Pratt & Whitney Visits SEAD Lab to Explore AI-Driven Manufacturing Collaborations
2025-11 Four New SEAD Lab Publications in Journal of Mechanical Design and IDETC–CIE Proceedings
2025-10 Jinyang Presented at Virginia Tech MADE Conference and VT Manufacturing Day