Differentiable Modeling for Water Science What Physics Adds to Machine Learning

Currently a Research Assistant Professor in Civil and Environmental Engineering at Pennsylvania State University. Earned a PhD in Water Resources Engineering from Penn State University. Completed an MS in Ocean Engineering at Shanghai Jiao Tong University, China, and a BS in Ocean Engineering from Tianjin University, China. Her research focuses on numerical simulation, hydrologic modeling, and machine learning, with a particular emphasis on physics-informed differentiable modeling.