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16 faculty research Control on GradNova.
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Lecturer, Department of Mechanical Engineering
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Undergraduate Program Director and Associate Professor of Chemical Engineering
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Assistant Professor, Mechanical and Industrial Engineering
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Bytnar Professor/Director of Manufacturing Engineering Program/Curators' Distinguished Professor
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Keith and Nancy Rattie Endowed Career Development Professor; Graduate Program Coordinator; Awards Coordinator
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Associate Professor, Department of Electrical and Biomedical Engineering • Faculty Fellow, Gund Institute for Environment
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<p Dir="ltr">zihan's Research Focuses on Data-Driven and Domain-Informed Methodologies for Modeling
And Analysis in Complex Systems.</p><p Dir="ltr"><em><strong>research Topics Include:</strong></em></p><ul><li Dir="ltr"><p Dir="ltr">generative Modeling
And Analysis of High-Dimensional Data</p></li><li Dir="ltr"><p Dir="ltr">physics- and Domain-Informed Interpretable System Modeling</p></li><li Dir="ltr"><p Dir="ltr">synthetic Data Generation and Digital Twin-Enabled System Evaluation</p></li></ul><p Dir="ltr">she Is Also Interested in Reliability Analysis of Stochastic Systems and Maintenance Optimization for Multi-Unit Complex Systems.</p><p Dir="ltr"><em><strong>application Domains Include:</strong></em></p><ul><li Dir="ltr"><p Dir="ltr">manufacturing</p></li><li Dir="ltr"><p Dir="ltr">healthcare</p></li><li Dir="ltr"><p Dir="ltr">energy Systems</p></li><li Dir="ltr"><p Dir="ltr">agriculture</p></li></ul>
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