2 papers
cs.CE2026
Machine Learning-Accelerated Time Integration of Plasticity Models
Nasrin Talebi, Magnus Ekh, Knut Andreas Meyer
Finite element simulations of structures with nonlinear material behavior require advanced material models to provide accurate predictions. However, the computational costs of thes…
cs.CE2026
A Regularized Ensemble Kalman Filter for Stochastic Phase Field Models of Brittle Fracture
Lucas Hermann, Ralf Jänicke, Knut Andreas Meyer +1
The phase-field approach to brittle fracture provides a continuum framework for modeling crack initiation and propagation without explicit representation of discrete crack surfaces…