A Physics-informed Machine Learning (PIML) Model for Lab Earthquake Prediction using Time-lapse Active Source Ultrasonic Data

Prabhav Borate, Pennsylvania State University Main Campus, University Park, United States, Jacques Riviere, Pennsylvania State Universtity, University Park, United States, Chris Marone, Pennsylvania State University, Department of Geosciences, University Park, United States, Ankur Mali, University of South Florida Tampa, Department of Computer Science and Engineering, Tampa, United States, Daniel Kifer, Pennsylvania State University, Department of Computer Science & Engineering, University Park, United States and Parisa Shokouhi, Pennsylvania State University, Engineering Science and Mechanics, University Park, United States