| Data-driven physics-constrained recurrent neural networks for multiscale damage modeling of metallic alloys with process-induced porosity S Deng, S Hosseinmardi, L Wang, D Apelian, R Bostanabad Computational Mechanics, 1-31, 2024 | 4 | 2024 |
| Parametric encoding with attention and convolution mitigate spectral bias of neural partial differential equation solvers M Shishehbor, S Hosseinmardi, R Bostanabad Structural and Multidisciplinary Optimization 67 (7), 128, 2024 | 1 | 2024 |
| Neural Networks with Kernel-Weighted Corrective Residuals for Solving Partial Differential Equations C Mora, A Yousefpour, S Hosseinmardi, R Bostanabad arXiv preprint arXiv:2401.03492, 2024 | 1 | 2024 |
| Simultaneous and Meshfree Topology Optimization with Physics-informed Gaussian Processes A Yousefpour, S Hosseinmardi, C Mora, R Bostanabad arXiv preprint arXiv:2408.03490, 2024 | | 2024 |
| Integrating Kernel Methods and Deep Neural Networks for Solving PDEs C Mora, A Yousefpour, S Hosseinmardi, R Bostanabad ICLR 2024 Workshop on AI4DifferentialEquations In Science, 0 | | |
