Prediction of Aerodynamic Flow Fields Using Convolutional Neural Networks. - Yaser Afshar; Saakaar Bhatnagar; Shaowu Pan; Karthik Duraisamy; Shailendra Kaushik (CoRR, 2019)

Towards Solving Industry-Grade Surrogate Modeling Problems using Physics Informed Machine Learning. - Saakaar Bhatnagar; Andrew Comerford; Araz Banaeizadeh (CoRR, 2023)

Investigating the Surrogate Modeling Capabilities of Continuous Time Echo State Networks. - Saakaar Bhatnagar (CoRR, 2023)

Chemical Reaction Neural Networks for Fitting Accelerated Rate Calorimetry Data. - Saakaar Bhatnagar; Andrew Comerford; Zelu Xu; Davide Berti Polato; Araz Banaeizadeh; Alessandro Ferraris (CoRR, 2024)

A Layered Swarm Optimization Method for Fitting Battery Thermal Runaway Models to Accelerating Rate Calorimetry Data. - Saakaar Bhatnagar; Andrew Comerford; Zelu Xu; Simone Reitano; Luigi Scrimieri; Luca Giuliano; Araz Banaeizadeh (CoRR, 2024)