MS090D Machine Learning For Computational Mechanics Across Scales IV
Main Organizer:
Prof.
Fadi Aldakheel
(
Leibniz Universität Hannover
, Germany
)
Chaired by:
Prof. Fadi Aldakheel (Leibniz Universität Hannover , Germany) , Prof. Elias Cueto (Universidad de Zaragoza , Spain)
Prof. Fadi Aldakheel (Leibniz Universität Hannover , Germany) , Prof. Elias Cueto (Universidad de Zaragoza , Spain)
Scheduled presentations:
-
Keynote
Reasoning Agentic AIs for enhancing robustness of path-dependent material laws
-
Transferable Latent–Temporal Learning for Path-Dependent Nonlinear Mechanical Responses Across Heterogeneous Microstructures
-
Resolution-Independent Surrogate Modeling for Crystal Plasticity Finite Element Analysis via the Fourier Neural Operator
-
Statistical inference and uncertainty quantification for modeling of body-centered-cubic single crystals
-
From Vibrations to Computation: Physical Reservoir Computing with a Nonlinear Mechanical Oscillator
