| Mechanical properties of graphene oxide: A molecular dynamics study AR Khoei, MS Khorrami Fullerenes, Nanotubes and Carbon Nanostructures 24 (9), 594-603, 2016 | 79 | 2016 |
| An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials MS Khorrami, JR Mianroodi, NH Siboni, P Goyal, B Svendsen, P Benner, ... npj Computational Materials 9 (1), 37, 2023 | 48 | 2023 |
| Roadmap on data-centric materials science S Bauer, P Benner, T Bereau, V Blum, M Boley, C Carbogno, CRA Catlow, ... Modelling and Simulation in Materials Science and Engineering 32 (6), 063301, 2024 | 10 | 2024 |
| Development and comparison of spectral algorithms for numerical modeling of the quasi-static mechanical behavior of inhomogeneous materials M Khorrami, JR Mianroodi, P Shanthraj, B Svendsen arXiv preprint arXiv:2009.03762, 2020 | 10 | 2020 |
| Comparison of two artificial neural networks trained for the surrogate modeling of stress in materially heterogeneous elastoplastic solids S Kapoor, JR Mianroodi, M Khorrami, NS Siboni, B Svendsen arXiv preprint arXiv:2210.16994, 2022 | 6 | 2022 |
| Surrogate modeling of stress fields in periodic polycrystalline microstructures using u-net and fourier neural operators S Kapoor, J Mianroodi, B Svendsen, M Khorrami, NH Siboni NeurIPS 2022 AI for Science: Progress and Promises, 2022 | 3 | 2022 |
| Finite-deformation phase-field microelasticity with application to dislocation core and reaction modeling in fcc crystals MS Khorrami, JR Mianroodi, B Svendsen Journal of the Mechanics and Physics of Solids 164, 104897, 2022 | 2 | 2022 |
| On the higher-order pseudo-continuum characterization of discrete kinematic results from experimental measurement or discrete simulation M Khorrami, JR Mianroodi, B Svendsen arXiv preprint arXiv:2112.07418, 2021 | 2 | 2021 |
| Microstructure-sensitive crystal plasticity and phase-field modeling of deformation and fracture in polycrystalline ice S Motahari, C Liu, Y Bai, M Khorrami, D Raabe Acta Materialia 283, 120512, 2025 | 1 | 2025 |
| Divergence-free neural operators for stress field modeling in polycrystalline materials MS Khorrami, P Goyal, JR Mianroodi, B Svendsen, P Benner, D Raabe arXiv preprint arXiv:2408.15408, 2024 | 1 | 2024 |
| A physics-encoded Fourier neural operator approach for surrogate modeling of divergence-free stress fields in solids MS Khorrami, P Goyal, JR Mianroodi, B Svendsen, P Benner, D Raabe arXiv preprint arXiv:2408.15408, 2024 | | 2024 |
| Theoretical and algorithmic development of phase-field-based continuum models for microscopic dislocation processes in single crystals and comparison with atomistics MS Khorrami | | 2021 |
| 3.8: Physics-Enhanced Machine Learning Based Surrogate Modeling for Continuum Mechanics P Goyal, MS Khorrami, JR Mianroodi, P Benner, D Raabe Roadmap on Data-Centric Materials Science, 51, 0 | | |
