Physics-guided, physics-informed, and physics-encoded neural networks and operators in scientific computing: Fluid and solid mechanics SA Faroughi, NM Pawar, C Fernandes, M Raissi, S Das, NK Kalantari, ... Journal of Computing and Information Science in Engineering 24 (4), 040802, 2024 | 88* | 2024 |
Complex Fluids Latent Space Exploration Towards Accelerated Predictive Modeling NM Pawar, SA Faroughi Bulletin of the American Physical Society, 2022 | 5 | 2022 |
A physics-informed neural network to model the flow of dry particles P Datta, N Pawar, S Faroughi AGU Fall Meeting Abstracts 2022, H52N-0633, 2022 | 3 | 2022 |
Spatiotemporal Down-scaling for Multiphase Flow in Porous Media Using Implicit Hypernetwork Neural Representation N Pawar, SK Mahjour, NK Kalantari, S Faroughi AGU Fall Meeting Abstracts 2022, H45M-1555, 2022 | 3 | 2022 |
Discussion of “Thermally Induced Behavior of Paired Internally Cured Concrete and Conventional Concrete Decks in Composite Bridges” by Waleed K. Hamid, Eric P. Steinberg, Issam … NM Pawar, JS Kale, AD Patil, HB Dhonde Journal of Bridge Engineering 27 (3), 07021003, 2022 | 2 | 2022 |
Geo-guided deep learning for spatial downscaling of solute transport in heterogeneous porous media NM Pawar, R Soltanmohammadi, S Faroughi, SA Faroughi Computers & Geosciences 188, 105599, 2024 | 1 | 2024 |
Discussion of “Improvement in Estimating Durations for Building Projects Using Artificial Neural Network and Sensitivity Analysis” by Su-Ling Fan, I-Cheng Yeh, and Wei-Sheng Chi NM Pawar, SA Gujar, JS Kale Journal of Construction Engineering and Management 148 (11), 07022001, 2022 | 1 | 2022 |
Discussion of “Early-Age Behavior of Internally Cured Concrete Bridge Deck under Environmental Loading” by Waleed K. Hamid, Eric P. Steinberg, Ali A. Semendary, Issam Khoury … J Kale, NM Pawar, HB Dhonde J. Perform. Constr. Facil 35 (3), 07021001, 2021 | 1 | 2021 |
ESM data downscaling: a comparison of super-resolution deep learning models NM Pawar, R Soltanmohammadi, SK Mahjour, SA Faroughi Earth Science Informatics, 1-18, 2024 | | 2024 |
Early Prediction of Characteristic Compressive Strength of Concrete Based on Mix Proportions Using Modified Dimensional Analysis NM Pawar, S Gujar, HB Dhonde, D Valles 2024 IEEE 14th Annual Computing and Communication Workshop and Conference …, 2024 | | 2024 |