Physics Guided Machine Learning: A New Paradigm for Modeling Dynamic Systems

Xiaowei Jia1, Jared Willard2, Anuj Karpatne3, Jordan Stuart Read4, Jacob A Zwart4, Alison Appling5, Paul C Hanson6 and Vipin Kumar1, (1)University of Minnesota Twin Cities, Minneapolis, MN, United States, (2)University of Minnesota Twin Cities, Minneapolis, United States, (3)Virginia Polytechnic Institute and State University, Department of Computer Science, Blacksburg, VA, United States, (4)USGS Wisconsin Water Science Center, Middleton, WI, United States, (5)USGS Integrated Information Dissemination Division, Data Science Branch, Middleton, WI, United States, (6)University of Wisconsin, Madison, WI, United States