UW Composites Group

I am an assistant professor in the Materials Science and Engineering department at the University of Washington, specializing in advanced composite materials. My research team merges materials science, data science, and advanced manufacturing, focusing on three main areas: 1) Smart testing methods combining theory-guided machine learning and traditional techniques; 2) Smart manufacturing using automation, sensing, and machine learning; 3) Smart engineering methods to accelerate aerospace certification and qualification through machine learning and simulations. Our research is anchored in a novel machine learning framework that blends probabilistic and deterministic approaches, integrating engineering data and physical laws. This approach has led to several patented AI innovations for the aerospace sector.

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