Yalan Song

Yalan Song

from Penn State • 1Post
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.
Online Agenda
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Differentiable Modeling for Water Science What Physics Adds to Machine Learning

This tutorial introduces the concept of differentiable modeling and its applications in hydrologic modeling. It also includes a code demo of a differentiable HBV model using the CAMELS dataset.

Yalan Song
Written by Yalan Song