MS016A Advancements of Data-Driven Methods in Computational Mechanics I
Main Organizer:
Prof.
WaiChing Sun
(
Columbia University
, United States
)
Chaired by:
Prof. Jiun-Shyan Chen (University of California, San Diego , United States) , Mr. Joep Storm (Delft University of Technology , Netherlands)
Prof. Jiun-Shyan Chen (University of California, San Diego , United States) , Mr. Joep Storm (Delft University of Technology , Netherlands)
Scheduled presentations:
-
A New Mesh-Based Framework for Aerodynamic Design Utilising Evolutionary and Bayesian Optimisation Approaches
-
Student
A Neural Network Enhanced Framework for Data-Driven Inelasticity - Towards Two Dimensional Problems
-
Rank Reduction Autoencoder for parameterization of eigenvalue problems
-
Student
An Interpretable Multi-task Approach for Physically Recurrent Neural Networks
-
Student
Spectral Physics-Informed Finite Operator Learning (SPiFOL) for Accelerated Prediction of Heterogeneous Material Behavior
