Shirko Faroughi

According to our database, Shirko Faroughi authored at least 10 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Symbolic-KAN: Kolmogorov-Arnold Networks with Discrete Symbolic Structure for Interpretable Learning.

Salah A. Faroughi, Farinaz Mostajeran, Amirhossein Arzani, Shirko Faroughi

CoRR, March, 2026

Kolmogorov-Arnold networks for data-driven, physics-informed, and deep-operator learning: a review, synthesis, and new analysis.

Salah A. Faroughi, Farinaz Mostajeran, Amin Hamed Mashhadzadeh, Shirko Faroughi

Neural Networks, 2026

2025

Scientific Machine Learning with Kolmogorov-Arnold Networks.

Salah A. Faroughi, Farinaz Mostajeran, Amin Hamed Mashhadzadeh, Shirko Faroughi

CoRR, July, 2025

2024

An isogeometric FSDT approach for the study of nonlinear vibrations in truncated viscoelastic conical shells.

Erfan Shafei, Shirko Faroughi, Alessandro Reali

Eng. Comput., June, 2024

Geo-guided deep learning for spatial downscaling of solute transport in heterogeneous porous media.

Nikhil M. Pawar, Ramin Soltanmohammadi, Shirko Faroughi, Salah A. Faroughi

Comput. Geosci., 2024

A finite operator learning technique for mapping the elastic properties of microstructures to their mechanical deformations.

Shahed Rezaei, Shirko Faroughi, Mahdi Asgharzadeh, Ali Harandi, Gottfried Laschet, Stefanie Reese, Markus Apel

CoRR, 2024

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

2021

An improved mathematical model for hyper redundant hybrid mechanism based on the Lagrange method.

Arash Rahmani, Shirko Faroughi, Hamed Haddad Khodaparast, Chenguang Yang

Int. J. Control, 2021

Nonlinear transient vibration of viscoelastic plates: A NURBS-based isogeometric HSDT approach.

Erfan Shafei, Shirko Faroughi, Timon Rabczuk

Comput. Math. Appl., 2021

2020

Application of a Novel Elimination Algorithm with Developed Continuation Method for Nonlinear Forward Kinematics Solution of Modular Hybrid Manipulators.

Arash Rahmani, Shirko Faroughi

Robotica, 2020