| NVIDIA SimNet™: An AI-accelerated multi-physics simulation framework O Hennigh, S Narasimhan, MA Nabian, A Subramaniam, K Tangsali, ... International conference on computational science, 447-461, 2021 | 305* | 2021 |
| Efficient training of physics‐informed neural networks via importance sampling MA Nabian, RJ Gladstone, H Meidani Computer‐Aided Civil and Infrastructure Engineering 36 (8), 962-977, 2021 | 249 | 2021 |
| Deep learning for accelerated seismic reliability analysis of transportation networks MA Nabian, H Meidani Computer‐Aided Civil and Infrastructure Engineering 33 (6), 443-458, 2018 | 164 | 2018 |
| A deep learning solution approach for high-dimensional random differential equations MA Nabian, H Meidani Probabilistic Engineering Mechanics 57, 14-25, 2019 | 162* | 2019 |
| Physics-driven regularization of deep neural networks for enhanced engineering design and analysis MA Nabian, H Meidani Journal of Computing and Information Science in Engineering 20 (1), 011006, 2020 | 111* | 2020 |
| Geometry-informed neural operator for large-scale 3d pdes Z Li, N Kovachki, C Choy, B Li, J Kossaifi, S Otta, MA Nabian, M Stadler, ... Advances in Neural Information Processing Systems 36, 2024 | 72* | 2024 |
| Predicting near-term train schedule performance and delay using bi-level random forests MA Nabian, N Alemazkoor, H Meidani Transportation Research Record 2673 (5), 564-573, 2019 | 53 | 2019 |
| Multiphase mesh-free particle method for simulating granular flows and sediment transport MA Nabian, L Farhadi Journal of Hydraulic Engineering 143 (4), 04016102, 2017 | 47 | 2017 |
| Physics-informed machine learning and uncertainty quantification for mechanics of heterogeneous materials B Bharadwaja, MA Nabian, B Sharma, S Choudhry, A Alankar Integrating Materials and Manufacturing Innovation 11 (4), 607-627, 2022 | 22 | 2022 |
| FO-Pinns: A first-order formulation for physics informed neural networks RJ Gladstone, MA Nabian, N Sukumar, A Srivastava, H Meidani arXiv preprint arXiv:2210.14320, 2022 | 14 | 2022 |
| Robust topology optimization using variational autoencoders RJ Gladstone, MA Nabian, V Keshavarzzadeh, H Meidani arXiv preprint arXiv:2107.10661, 2021 | 13 | 2021 |
| Uncertainty Quantification and PCA-Based Model Reduction for Parallel Monte Carlo Analysis of Infrastructure System Reliability MA Nabian, H Meidani Transportation Research Board 96th Annual Meeting, 2017 | 9 | 2017 |
| Adaptive physics-informed neural networks for Markov-Chain Monte Carlo MA Nabian, H Meidani arXiv preprint arXiv:2008.01604, 2020 | 8 | 2020 |
| Accelerating stochastic assessment of post-earthquake transportation network connectivity via machine-learning-based surrogates MA Nabian, H Meidani Transportation Research Board 97th Annual Meeting, 2018 | 8 | 2018 |
| Multi-fidelity physics-informed generative adversarial network for solving partial differential equations M Taghizadeh, MA Nabian, N Alemazkoor Journal of Computing and Information Science in Engineering 24 (11), 111003, 2024 | 6 | 2024 |
| MR-WC-MPS: A multi-resolution WC-MPS method for simulation of free-surface flows MA Nabian, L Farhadi Water 11 (7), 1349, 2019 | 6 | 2019 |
| Progress Towards Solving High Reynolds Number Reacting Flows in SimNet T Nandi, O Hennigh, M Nabian, Y Liu, M Woo, T Jordan, M Shahnam, ... National Energy Technology Laboratory (NETL), Pittsburgh, PA, Morgantown, WV …, 2021 | 4 | 2021 |
| Multifidelity graph neural networks for efficient and accurate mesh‐based partial differential equations surrogate modeling M Taghizadeh, MA Nabian, N Alemazkoor Computer‐Aided Civil and Infrastructure Engineering, 2024 | 3 | 2024 |
| Stable moving particle semi implicit method for modeling waves generated by submarine landslides MA Nabian, L Farhadi ASME International Mechanical Engineering Congress and Exposition 46545 …, 2014 | 3 | 2014 |
| Numerical simulation of solitary wave using the fully Lagrangian method of moving particle semi implicit MA Nabian, L Farhadi Fluids Engineering Division Summer Meeting 46247, V01DT30A006, 2014 | 3 | 2014 |
Hadi MeidaniUniversity of Illinois at Urbana-ChampaignVerified email at illinois.edu
