Physics-informed data analytics approaches using constrained optimization – exploiting domain knowledge with hard information in a transportation network.

Date/Time
Date(s) - 12/14/2022
12:30 PM - 1:30 PM

Location
365C Weil Hall - ESSIE Conference Room

Categories


Zoom Link: https://ufl.zoom.us/j/9514383897

Title: Physics-informed data analytics approaches using constrained optimization – exploiting domain knowledge with hard information in a transportation network.

Speaker: Dr.  Yueyue Fan, Professor, Civil and Environmental Engineering at University of California, Davis.

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 address some fundamental data challenges that frequently arise in transportation applications.

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