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CV. Books.

Bio

I am a Graduate Research Assistant at the Nanomaterials Theory Institute (NTI) within the Center for Nanophase Materials Sciences at Oak Ridge National Laboratory and a Bredesen Center Fellow in Data Science and Engineering at the University of Tennessee. I hold an Master of Science (MS) in Mechanical Engineering from the University of Texas at Arlington (2019) and a Bachelor of Engineering (BE) in Mechanical Engineering from Savitribai Phule Pune University, Pune (2016). During Master's I did internship at Oak Ridge National Laboratory.

Reasearch interest

I specialize in interdisciplinary research that merges theoretical condensed matter physics (computational physics) with machine learning and artificial intelligence. My primary focus is on the development and atomistic-level understanding of novel ferroelectric materials particularly perovskites, and wurtzites, which are critical for memory, energy storage, and neuromorphic computing applications. I leverage my expertise in machine learning/artificial intelligence and computational physics to analyze complex atomistic events intelligently and enhance the understanding of these novel materials.

News

  • [Mar 24] Presented the research on Understanding Switching in Hexagonal Ferroelectrics by Combining Large-scale Reactive MD and Experiments. at APS March Meeting 2024, Minneapolis, MN
  • [Jun 23] Our research article A Graph Dynamical neural network approach for decoding dynamical states in ferroelectrics. is now online. paper
  • [Mar 23] Presented the research on Understanding Dynamics of Heterogeneous Ferroelectric Oxides at the Nanoscale using Graph Neural Networks on Reactive Force-Field Simulations at APS March Meeting 2023, Las Vegas, NV
  • [Apr 21] We released a dataset consist of large scale molecular dynamic trajectories with field based switching for BaTiO_3. Dataset
  • [Dec 20] Our paper Molecular dynamics simulations of separator-cathode interfacial thermal transport in a Li-ion cell is now online. paper
  • [Aug 19] Started PhD in Data Science and Engineering at Bredesen Center joint program by University of Tennessee Knoxville and Oak Ridge National Laboratory.
  • [Aug 19] I have defended my Master Thesis and complted Master in Science at University of Texas at Arlington
  • [Jul 19] Our resaetch article Surface, Interface, and Temperature Effects on the Phase Separation and Nanoparticle Self Assembly of Bi-Metallic Ni0. 5Ag0. 5: A Molecular Dynamics Study is now online. paper
  • [Sept 18] Started internship at Oak Ridge National Laboratory.