Farinaz Mostajeran

According to our database, Farinaz Mostajeran authored at least 8 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2025

Scientific Machine Learning with Kolmogorov-Arnold Networks.

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

CoRR, July, 2025

Neural Tangent Kernel Analysis to Probe Convergence in Physics-informed Neural Solvers: PIKANs vs. PINNs.

Salah A. Faroughi, Farinaz Mostajeran

CoRR, June, 2025

Scaled-cPIKANs: Domain Scaling in Chebyshev-based Physics-informed Kolmogorov-Arnold Networks.

Farinaz Mostajeran, Salah A. Faroughi

CoRR, January, 2025

Scaled-cPIKANs: Spatial variable and residual scaling in chebyshev-based physics-informed kolmogorov-Arnold networks.

Farinaz Mostajeran, Salah A. Faroughi

J. Comput. Phys., 2025

2024

EPi-cKANs: Elasto-Plasticity Informed Kolmogorov-Arnold Networks Using Chebyshev Polynomials.

Farinaz Mostajeran, Salah A. Faroughi

CoRR, 2024

2023

Radial basis function neural network (RBFNN) approximation of Cauchy inverse problems of the Laplace equation.

Farinaz Mostajeran, Seyed Mohammad Hosseini

Comput. Math. Appl., 2023

2022

DeepBHCP: Deep neural network algorithm for solving backward heat conduction problems.

Farinaz Mostajeran, Reza Mokhtari

Comput. Phys. Commun., 2022

2021

A high-order scheme for time-space fractional diffusion equations with Caputo-Riesz derivatives.

Golsa Sayyar, Seyed Mohammad Hosseini, Farinaz Mostajeran

Comput. Math. Appl., 2021