MS292B Large-Scale Applications in Scientific Machine Learning II
Main Organizer:
Dr.
Fanny Lehmann
(
ETH Zurich
, Switzerland
)
Chaired by:
Prof. Stefania Fresca (University of Washington , United States) , Dr. Filippo Gatti (CentraleSupélec, Université Paris-Saclay, CNRS, ENS Paris-Saclay , France)
Prof. Stefania Fresca (University of Washington , United States) , Dr. Filippo Gatti (CentraleSupélec, Université Paris-Saclay, CNRS, ENS Paris-Saclay , France)
Scheduled presentations:
-
Anchored Branched Steady-state WInd Flow Transformer (AB-SWIFT): a metamodel for 3D atmospheric flow in urban environments
-
Accuracy–Efficiency Trade-offs in Thermal Simulation of Wire-arc Directed Energy Deposition using Physics-informed Neural Networks
-
Application of Shallow Recurrent Decoder Networks for parametric state reconstruction of magnetohydrodynamic flows in liquid metal blankets of fusion reactors
-
Robust Monitoring of Nuclear Reactors from Sparse Sensors using Shallow Recurrent Decoders
-
Advancing Deep Reinforcement Learning Strategies for Active Flow Control in Wings
