P
Punyaslok Pattnaik
Researcher at International Institute of Information Technology, Hyderabad
Publications - 1
Citations - 32
Punyaslok Pattnaik is an academic researcher from International Institute of Information Technology, Hyderabad. The author has contributed to research in topics: Molecular dynamics. The author has an hindex of 1, co-authored 1 publications receiving 15 citations.
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Machine Learning for Accurate Force Calculations in Molecular Dynamics Simulations
Punyaslok Pattnaik,Shampa Raghunathan,Tarun Kalluri,Prabhakar Bhimalapuram,C. V. Jawahar,U. Deva Priyakumar +5 more
TL;DR: This work explores an approach to make use of the data obtained using the quantum mechanical density functional theory on small systems and use deep learning to subsequently simulate large systems by taking liquid argon as a test case.