MS090E Machine Learning For Computational Mechanics Across Scales V
Main Organizer:
Prof.
Fadi Aldakheel
(
Leibniz Universität Hannover
, Germany
)
Chaired by:
Prof. WaiChing Sun (Columbia University , United States) , Prof. Yousef Heider (Universität Kassel , Germany)
Prof. WaiChing Sun (Columbia University , United States) , Prof. Yousef Heider (Universität Kassel , Germany)
Scheduled presentations:
-
Recent Advances in Graph-based Neural PDE Solvers
-
Graph-Based Physics-Informed Neural Networks for PDE Solving
-
Thermodynamics-Informed Graph Neural Networks for Efficient Generalizable Welding Simulation via the GENERIC Formalism
-
Development of a Defect Estimation Method for CFRP Interstage Structures with Holes Using Finite Element Analysis and Graph Neural Networks
-
A Physics-Informed Graph Neural Network Conserving Linear and Angular Momentum for Dynamical Systems
-
Fourier-Embedded PINNs Integrated with Sparse DIC Data for Mechanical Modeling and Uncertainty Quantification of Metamaterials
