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2020 – today
- 2024
[j3]Nikhil M. Pawar
, Ramin Soltanmohammadi, Shirko Faroughi, Salah A. Faroughi:
Geo-guided deep learning for spatial downscaling of solute transport in heterogeneous porous media. Comput. Geosci. 188: 105599 (2024)- [j2]Salah A. Faroughi, Nikhil M. Pawar, Célio Fernandes, Maziar Raissi, Subasish Das, Nima K. Kalantari, Seyed Kourosh Mahjour:
Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks and Operators in Scientific Computing: Fluid and Solid Mechanics. J. Comput. Inf. Sci. Eng. 24(4) (2024) - 2022
- [j1]Célio Fernandes, Salah A. Faroughi, Ricardo Ribeiro, Ana Isabel, Gareth H. McKinley:
Finite volume simulations of particle-laden viscoelastic fluid flows: application to hydraulic fracture processes. Eng. Comput. 38(6): 5395-5421 (2022) - [i2]Salah A. Faroughi, Nikhil M. Pawar, Célio Fernandes, Subasish Das, Nima K. Kalantari, Seyed Kourosh Mahjour:
Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks in Scientific Computing. CoRR abs/2211.07377 (2022) - [i1]Salah A. Faroughi, Pingki Datta, Seyed Kourosh Mahjour, Shirko Faroughi:
Physics-informed Neural Networks with Periodic Activation Functions for Solute Transport in Heterogeneous Porous Media. CoRR abs/2212.08965 (2022)
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