MS084C Integrating HPC and AI for Real-World Applications III
Main Organizer:
Prof.
Makoto Tsubokura
(
RIKEN R-CCS/Kobe University
, Japan
)
Chaired by:
Dr. Luis Cifuentes (Jülich Supercomputing Centre / Forschungszentrum Jülich , Germany)
Dr. Luis Cifuentes (Jülich Supercomputing Centre / Forschungszentrum Jülich , Germany)
Scheduled presentations:
-
Advancing Large-Scale CFD Simulations via online Training & Inference using SOD2D solver and TorchFort
-
Transfer Learning for Efficient Prediction of Automotive Surface Pressure and Stress Using Graph Neural Networks
-
Towards an Online Training Strategy for Machine Learning-based Wall Models for Large-eddy Simulations Using TorchFort
-
Topology Optimization of Automotive Roof Structures Considering Mastic Adhesives
-
A high-performance parallel algorithm based on problem independent machine learning (PIML) for large-scale topology optimization
-
Inverse Identification of Automotive Aeroacoustic Sources Using Physics-Informed Neural Networks
