Polymer Informatics: Current Status and Critical Next Steps. - Lihua Chen; Ghanshyam Pilania; Rohit Batra; Tran Doan Huan; Chiho Kim; Christopher Künneth; Rampi Ramprasad (CoRR, 2020)

Polymers for Extreme Conditions Designed Using Syntax-Directed Variational Autoencoders. - Rohit Batra; Hanjun Dai; Tran Doan Huan; Lihua Chen; Chiho Kim; Will R. Gutekunst; Le Song; Rampi Ramprasad (CoRR, 2020)

A charge density prediction model for hydrocarbons using deep neural networks. - Deepak Kamal; Anand Chandrasekaran; Rohit Batra; Rampi Ramprasad (Mach. Learn. Sci. Technol., 2020)

Prediction of water stability of metal-organic frameworks using machine learning. - Rohit Batra; Carmen Chen; Tania G. Evans; Krista S. Walton; Rampi Ramprasad (Nat. Mach. Intell., 2020)

Reusability report: Deep learning-based analysis of images and spectroscopy data with AtomAI. - Pragalbh Vashishtha; Hitesh Gupta Kattamuri; Nikhil Thawari; Murugaiyan Amirthalingam; Rohit Batra (Nat. Mac. Intell., 2025)

Enhancing Experimental Efficiency in Materials Design: A Comparative Study of Taguchi and Machine Learning Methods. - Shyam Prabhu; P. Akshay Kumar; Antov Selwinston; Pavan Taduvai; Shreya Bairi; Rohit Batra (CoRR, 2025)