Simin Shekarpaz

According to our database, Simin Shekarpaz authored at least 5 papers between 2022 and 2026.

Collaborative distances:

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

2026

Automated Classification of Plasma Regions at Mars Using Machine Learning.

Yilan Qin, Chuanfei Dong, Hongyang Zhou, Chi Zhang, Kaichun Xu, Jiawei Gao, Simin Shekarpaz, Xinmin Li, Liang Wang

CoRR, April, 2026

2025

Physics-Informed Neural Networks for Modeling the Martian Induced Magnetosphere.

Jiawei Gao, Chuanfei Dong, Chi Zhang, Yilan Qin, Simin Shekarpaz, Xinmin Li, Liang Wang, Hongyang Zhou, Abigail Tadlock

CoRR, December, 2025

2023

The novel learning solutions to nonlinear differential models on a semi-infinite domain.

Zeinab Hajimohammadi, Simin Shekarpaz, K. Parand

Eng. Comput., 2023

Splitting physics-informed neural networks for inferring the dynamics of integer- and fractional-order neuron models.

Simin Shekarpaz, Fanhai Zeng, George Em Karniadakis

CoRR, 2023

2022

PIAT: Physics Informed Adversarial Training for Solving Partial Differential Equations.

Simin Shekarpaz, Mohammad Azizmalayeri, Mohammad Hossein Rohban

CoRR, 2022