Causal and Uncertainty-Aware AI for Engineering Analysis and Design
The 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 Research
Our research integrates machine learning algorithms into engineering analysis and design under uncertainty, focusing on process-structure-property-performance relationships.
Our Team