IS20B Data-driven methods and machine learning for granular systems across scales and regimes II
Main Organizer:
Prof.
Jose Andrade
(
California Institute of Technology
, United States
)
Please note that IS24 and IS20 have been merged
Please note that IS24 and IS20 have been merged
Scheduled presentations:
-
Keynote
NeuralDEM - modern machine learning techniques for CFD-DEM
-
Data-driven large-step simulations of transport in particulate multiphase flows
-
Surrogate Modelling of Non-Newtonian Free-Surface Flows with NeuralPFEM
-
Accelerating SPH Simulations in LS-DYNA with Graph Network Simulator (GNS)
-
Adapting Graph Neural Networks for Granular Flow with Varying Material Properties