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Articles by Salah A. Faroughi | Synthical
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Salah A. Faroughi
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3
Neural Tangent Kernel Analysis to Probe Convergence in Physics-informed Neural Solvers: PIKANs vs. PINNs
9 June 2025 by
Salah Faroughi
and
Farinaz Mostajeran
Machine Learning
,
Mathematical Physics
ViFOR: A Fourier-Enhanced Vision Transformer for Multi-Image Super-Resolution in Earth System
23 May 2025 by
Ehsan Zeraatkar
and
others
Computer Vision and Pattern Recognition
Scaled-cPIKANs: Domain Scaling in Chebyshev-based Physics-informed Kolmogorov-Arnold Networks
6 January 2025 by
Farinaz Mostajeran
and
Salah Faroughi
Numerical Analysis
EPi-cKANs: Elasto-Plasticity Informed Kolmogorov-Arnold Networks Using Chebyshev Polynomials
12 October 2024 by
Farinaz Mostajeran
and
Salah Faroughi
Materials Science
,
Machine Learning
Physics-informed Neural Networks with Periodic Activation Functions for Solute Transport in Heterogeneous Porous Media
23 December 2023 by
Salah Faroughi
and
others
Machine Learning
Physics-Guided, Physics-Informed, and Physics-Encoded Neural Networks in Scientific Computing
5 February 2023 by
Salah Faroughi
and
others
at
Texas State University
Machine Learning
Particle-level Simulation of Magnetorheological Fluids: A Fully-Resolved Solver
24 December 2022 by
Cássia Fernandes
and
Salah Faroughi
Fluid Dynamics
,
Computational Physics
Topics
Machine Learning
Fluid Dynamics
Computational Physics
