Search Results for author: Seyed Kourosh Mahjour

Found 2 papers, 0 papers with code

Physics-informed Neural Networks with Periodic Activation Functions for Solute Transport in Heterogeneous Porous Media

no code implementations17 Dec 2022 Salah A Faroughi, Ramin Soltanmohammad, Pingki Datta, Seyed Kourosh Mahjour, Shirko Faroughi

Simulating solute transport in heterogeneous porous media poses computational challenges due to the high-resolution meshing required for traditional solvers.

Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks in Scientific Computing

no code implementations14 Nov 2022 Salah A Faroughi, Nikhil Pawar, Celio Fernandes, Maziar Raissi, Subasish Das, Nima K. Kalantari, Seyed Kourosh Mahjour

This study aims to present a review of the four neural network frameworks (i. e., PgNNs, PiNNs, PeNNs, and NOs) used in scientific computing research.

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