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BIMSA Thursday Machine Learning Applications Seminar
A neural network-based surrogate model of eddy viscosity coupled with RANS equations
A neural network-based surrogate model of eddy viscosity coupled with RANS equations
Organizers
Speaker
Time
Thursday, January 5, 2023 2:00 PM - 4:00 PM
Venue
1129B
Online
Zoom 537 192 5549
(BIMSA)
Speaker Intro
Fansheng Xiong (熊繁升) is currently an Assistant Researcher Fellow of BIMSA. Before that, he got a bachelor's degree from China University of Geosciences (Beijing), and a doctoral degree from Tsinghua University. He was a visiting student at Yale University for one year. His research interest mainly focuses on solving PDE-related forward/inverse problems based on machine learning algorithms (DNN, PINN, DeepONet, etc.), and their applications in geophysical wave propagation problems and turbulence modeling of fluid mechanics. The relevant efforts have been published in journals such as JGR Solid Earth, GJI, Geophysics, etc.