MS132E Machine Learning and AI in Constitutive Modeling of Complex Materials V
Main Organizer:
Dr.
Francisco Sahli Costabal
(
Pontificia Universidad Católica de Chile
, Chile
)
Chaired by:
Prof. Jan Fuhg (The University of Texas at Austin , United States) , Ms. Ellen Kuhl (Stanford University , United States)
Prof. Jan Fuhg (The University of Texas at Austin , United States) , Ms. Ellen Kuhl (Stanford University , United States)
Scheduled presentations:
-
Automated Model Discovery for Elastomeric Foams in High Performance Running Shoes
-
Data-Driven Multi-Material Finite Viscoelasticity via Neural ODE Evolution Laws with Application to 3D-Printed Materials
-
Microstructure-Driven Constitutive Model Discovery Using Microfocus Computed Tomography-Based Arterial Representative Volume Elements
-
Design, mechanical characterization, and probabilistic model discovery of hydrogel-scaffold composites
-
Data-Driven Discovery of Fiber Dispersion in Myocardial Tissue
-
AI Human Bone Material Model for Stochastic Explicit FEM Simulations
