Physics-informed data analytics approaches using constrained optimization – exploiting domain knowledge with h

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Physics-informed data analytics approaches using constrained optimization – exploiting domain knowledge with hard information in a transportation network.
Dr. Yueyue Fan
Professor, Civil and Environmental Engineering at University of California, Davis.
https://ufl.zoom.us/j/9514383897
Dr. Fan will use Transportation networks as examples to discuss how constrained optimization, by providing a flexible modeling framework for integrating domain knowledge, statistics, and data-driven approaches, could help addressing some fundamental data challenges that frequently arise in transportation applications.