A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: Comparison with finite element method S Rezaei, A Harandi, A Moeineddin, BX Xu, S Reese Computer Methods in Applied Mechanics and Engineering 401, 115616, 2022 | 89 | 2022 |
An anisotropic cohesive fracture model: advantages and limitations of length-scale insensitive phase-field damage models S Rezaei, A Harandi, T Brepols, S Reese Engineering Fracture Mechanics 261 (15), 108177, 2022 | 31 | 2022 |
Mixed formulation of physics-informed neural networks for thermo-mechanically coupled systems and heterogeneous domains A Harandi, A Moeineddin, M Kaliske, S Reese, S Rezaei International Journal for Numerical Methods in Engineering 125 (4), e7388, 2023 | 19 | 2023 |
A comparative study between phase‐field and micromorphic gradient‐extended damage models for brittle fracture A Harandi, M Tabib, B Alatassi, T Brepols, S Rezaei, S Reese PAMM 22 (1), e202200192, 2023 | 4 | 2023 |
Learning solutions of thermodynamics-based nonlinear constitutive material models using physics-informed neural networks S Rezaei, A Moeineddin, A Harandi Computational Mechanics, 1-34, 2024 | 3 | 2024 |
About the influence of neglecting locking effects on the failure behavior at the interface HR Bayat, S Rezaei, A Rajaei Harandi, T Brepols, S Reese PAMM 20 (1), e202000110, 2021 | 2 | 2021 |
Numerical and experimental studies on crack nucleation and propagation in thin films A Harandi, S Rezaei, SK Aghda, C Du, T Brepols, G Dehm, JM Schneider, ... International Journal of Mechanical Sciences 258, 108568, 2023 | 1 | 2023 |
Learning solution of nonlinear constitutive material models using physics-informed neural networks: COMM-PINN S Rezaei, A Moeineddin, A Harandi arXiv preprint arXiv:2304.06044, 2023 | 1 | 2023 |
A finite element-based physics-informed operator learning framework for spatiotemporal partial differential equations on arbitrary domains Y Yamazaki, A Harandi, M Muramatsu, A Viardin, M Apel, T Brepols, ... Engineering with Computers, 1-29, 2024 | | 2024 |
A finite operator learning technique for mapping the elastic properties of microstructures to their mechanical deformations S Rezaei, S Faroughi, M Asgharzadeh, A Harandi, G Laschet, S Reese, ... arXiv preprint arXiv:2404.00074, 2024 | | 2024 |
硬質膜におけるき裂発生および進展をモデリングするための結合力 phase-field 損傷モデルの採用 A Harandi, Y Yamazaki, S Rezaei, T Brepols, S Reese 計算工学= Journal of the Japan Society for Computational Engineering and …, 2023 | | 2023 |
Modeling of failure at the interface of ductile materials by applying the cohesive discontinuous Galerkin method HR Bayat, AR Harandi, S Rezaei, T Brepols, S Reese Prof. Anne Marie Habraken, 2021 | | 2021 |
Phase-field fracture model solved by a mixed formulation for physics-informed neural networks A Harandi, S Rezaei, A Moeineddin, T Brepols, S Reese | | |