238 citations · 1k across the 22 of their papers we have counts for
Showing cs.CEShow all
2 papers · 1 filter
cs.CE2022★ 68 cited
Enriched physics-informed neural networks for in-plane crack problems: Theory and MATLAB codes
Yan Gu, Chuanzeng Zhang, Peijun Zhang +1
In this paper, a method based on the physics-informed neural networks (PINNs) is presented to model in-plane crack problems in the linear elastic fracture mechanics. Instead of for…
cs.CE2021
Computational Homogenization of Concrete in the Cyber Size-Resolution-Discretization (SRD) Parameter Space
Ajinkya Gote, Andreas Fischer, Chuanzeng Zhang +1
Micro- and mesostructures of multiphase materials obtained from tomography and image acquisition are an ever more important database for simulation analyses. Huge data sets for rec…