A Data-Driven-based homogenization method to simulate the anisotropic damage of brittle heterogeneous structures

Z Chafia, J Yvonnet, J Bleyer - Computer Methods in Applied Mechanics …, 2025 - Elsevier
An efficient data-driven multiscale framework for modeling anisotropic damage (M-DDHAD)
in heterogeneous structures is proposed, where the anisotropic damage model at the macro …

A k-medoids-based partitioned method for computational homogenization of heterogeneous materials

M Shakoor - 2024 - hal.science
Although they are very interesting for structural simulations involving heterogeneous
materials, Finite Element (FE) squared approaches, often coined FE× FE or FE², are well …

A Constitutive Artificial Neural Network Enhanced Multiscale Fracture-to-Damage Modelling

YC Chou, T Huang, PY Chen, WY Hsieh… - Available at SSRN … - papers.ssrn.com
Multiscale fracture-to-damage modelling poses challenges for traditional direct numerical
simulation (DNS), as it often requires substantial computational resources to solve problems …