MS426F Data-driven Approaches in Mechanics VI
Main Organizer:
Prof.
Kostas Karapiperis
(
EPFL
, Switzerland
)
Chaired by:
Prof. Kostas Karapiperis (EPFL , Switzerland) , Prof. Yue Yu (Lehigh University , United States)
Prof. Kostas Karapiperis (EPFL , Switzerland) , Prof. Yue Yu (Lehigh University , United States)
Scheduled presentations:
-
FEM-Bench: A Structured Scientific Reasoning Benchmark for Evaluating Code-Generating LLMs
-
Predicting Effective Coefficients of Perforated Conductive Media: A Hybrid Asymptotic Homogenization and Machine Learning Approach
-
Data-Gap Resistant Learning of Partially Known Dynamics Using Physics-Informed Neural Networks
-
A Comparative Study of Hybrid Modeling Approaches for Nonlinear Dynamic Systems Using Additive Discrepancy Compensation
-
A Data-Driven Framework for Linear Solver Selection in Computational Mechanics
