Momentum Diminishes the Effect of Spectral Bias in Physics-Informed Neural Networks. - Ghazal Farhani; Alexander Kazachek; Boyu Wang 004 (CoRR, 2022)

Implementing Machine Learning Algorithms to Classify Postures and Forecast Motions When Using a Dynamic Chair. - Ghazal Farhani; Yue Zhou 004; Patrick Danielson; Ana Luisa Trejos (Sensors, 2022)

Using Deep Learning for Task and Tremor Type Classification in People with Parkinson's Disease. - Ghazal Farhani; Yue Zhou 004; Mary E. Jenkins; Michael D. Naish; Ana Luisa Trejos (Sensors, 2022)

Physics-Informed Neural Networks: Minimizing Residual Loss with Wide Networks and Effective Activations. - Nima Hosseini Dashtbayaz; Ghazal Farhani; Boyu Wang 004; Charles X. Ling (IJCAI, 2024)

3D Roadway Scene Object Detection with LiDARs in Snowfall Conditions. - Ghazal Farhani; Taufiq Rahman; Syed Mostaquim Ali; Andrew Liu; Mohamed Zaki; Dominique Charlebois; Benoit Anctil (ITSC, 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)

A simple remedy for failure modes in physics informed neural networks. - Ghazal Farhani; Nima Hosseini Dashtbayaz; Alexander Kazachek; Boyu Wang 004 (Neural Networks, 2025)