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
1 faculty research 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 on GradNova.
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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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