Faroughi, Shirko

1. Physics-informed Neural Networks with Periodic Activation Functions for Solute Transport in Heterogeneous Porous Media
   2022/12/17 by Salah A Faroughi, Faroughi, Salah A, Pingki Datta +6 · 2 citations
   Physics and Astronomy · Environmental Science · Engineering · #Model Reduction and Neural Networks #Groundwater flow and contamination studies #Lattice Boltzmann Simulation Studies
2. Scientific Machine Learning with Kolmogorov-Arnold Networks
   2025/07/30 by Faroughi, Salah A., Mostajeran, Farinaz, Mashhadzadeh, Amin Hamed +1 · 3 citations
   #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #Mathematical Physics (math-ph) #and Science (cs.CE)
3. A finite operator learning technique for mapping the elastic properties of microstructures to their mechanical deformations
   2024/03/28 by Rezaei, Shahed, Asl, Reza Najian, Faroughi, Shirko +6 · 1 citation
   #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Finance #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #and Science (cs.CE)