Ghazal Farhani

According to our database, Ghazal Farhani authored at least 6 papers between 2022 and 2025.

Collaborative distances:

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

2025

A simple remedy for failure modes in physics informed neural networks.

Ghazal Farhani, Nima Hosseini Dashtbayaz, Alexander Kazachek, Boyu Wang

Neural Networks, 2025

2024

Unlocking Dual Utility: 1D-CNN for Milling Tool Health Assessment and Experimental Optimization.

Ghazal Farhani, Srihari Kurukuri, Ryan Myers, Nelson Santos, Mohammed Tauhiduzzaman

IEEE Access, 2024

Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations.

Nima Hosseini Dashtbayaz, Ghazal Farhani, Boyu Wang, Charles X. Ling

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

2022

Using Deep Learning for Task and Tremor Type Classification in People with Parkinson's Disease.

Ghazal Farhani, Yue Zhou, Mary E. Jenkins, Michael D. Naish, Ana Luisa Trejos

Sensors, 2022

Implementing Machine Learning Algorithms to Classify Postures and Forecast Motions When Using a Dynamic Chair.

Ghazal Farhani, Yue Zhou, Patrick Danielson, Ana Luisa Trejos

Sensors, 2022

Momentum Diminishes the Effect of Spectral Bias in Physics-Informed Neural Networks.

Ghazal Farhani, Alexander Kazachek, Boyu Wang

CoRR, 2022