Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks in Scientific Computing. - Salah A. Faroughi; Nikhil M. Pawar; Célio Fernandes; Subasish Das; Nima K. Kalantari; Seyed Kourosh Mahjour (CoRR, 2022)

Physics-informed Neural Networks with Periodic Activation Functions for Solute Transport in Heterogeneous Porous Media. - Salah A. Faroughi; Pingki Datta; Seyed Kourosh Mahjour; Shirko Faroughi (CoRR, 2022)

Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks and Operators in Scientific Computing: Fluid and Solid Mechanics. - Salah A. Faroughi; Nikhil M. Pawar; Célio Fernandes; Maziar Raissi; Subasish Das; Nima K. Kalantari; Seyed Kourosh Mahjour (J. Comput. Inf. Sci. Eng., 2024)

ESM data downscaling: a comparison of super-resolution deep learning models. - Nikhil M. Pawar; Ramin Soltanmohammadi; Seyed Kourosh Mahjour; Salah A. Faroughi (Earth Sci. Informatics, 2024)