MS090B Machine Learning For Computational Mechanics Across Scales II
Main Organizer:
Prof.
Fadi Aldakheel
(
Leibniz Universität Hannover
, Germany
)
Chaired by:
Prof. Elias Cueto (Universidad de Zaragoza , Spain) , Prof. Miguel Bessa (Brown University , United States)
Prof. Elias Cueto (Universidad de Zaragoza , Spain) , Prof. Miguel Bessa (Brown University , United States)
Scheduled presentations:
-
Microstructure-Conditioned Surrogates For Multiscale Material Optimization
-
Machine Learning for Bone Growth and Hip Implant Stability
-
Efficient physics-informed operator learning for three-dimensional microstructures
-
Learning Microstructure Descriptors and Latent Dynamics for Scale-Bridging Crystal Plasticity
-
Multi-Modal Spatial-Temporal Deep Learning for Multi-scale Modelling of Hierarchical Materials
-
Predicting Void Closure in Hot Rolling via Machine Learning: A Data-Driven Multiscale Strategy
