Rohit Batra

Machine learning in materials informatics: recent applications and prospects

Rampi Ramprasad, Rohit Batra, Ghanshyam Pilania et al. · npj Computational Materials · 2017 · 1.7K citations · Full text

Machine Learning Force Fields: Construction, Validation, and Outlook

Venkatesh Botu, Rohit Batra, James Chapman et al. · The Journal of Physical Chemistry C · 2016 · 508 citations

Artificial Intelligence, Engineering, Machine Learning +29

Solving the electronic structure problem with machine learning

Anand Chandrasekaran, Deepak Kamal, Rohit Batra et al. · npj Computational Materials · 2019 · 317 citations · Full text

Machine-learning predictions of polymer properties with Polymer Genome

Tran Doan Huan, Chiho Kim, Lihua Chen et al. · Journal of Applied Physics · 2020 · 248 citations · Full text

Engineering, Machine Learning, Molecular Biology +18

A universal strategy for the creation of machine learning-based atomistic force fields

Tran Doan Huan, Rohit Batra, James Chapman et al. · npj Computational Materials · 2017 · 236 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +20