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Nikhil M. Pawar
Tytuł
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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
152*2024
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
52022
Complex Fluids Latent Space Exploration Towards Accelerated Predictive Modeling
NM Pawar, SA Faroughi
Bulletin of the American Physical Society, 2022
52022
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
32024
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
32022
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
22024
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
22022
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
12022
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
12021
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
Context-Aware Deep Learning Framework for Earth System Model Data Compression and Downscaling
NM Pawar, SA Faroughi
U.S. Department of Energy, The Environmental System Science Program, 2024
2024
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