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varun-go/README.md

🔍 About Me

Hi, my name is Varun Gopal! I am a graduate student in chemical engineering at the University of Minnesota—Twin Cities. My research work is at the intersection of computational chemistry and machine learning. I am studying the behavior of small molecules, proteins, and enzymes using molecular dynamics simulations. Recently, I have been exploring machine learning applications in this area, such as through machine learning interatomic potentials. Check out my website, where I have posted notes and tutorials on some of these topics!

Open to work

I am currently searching for a full-time position. I prefer to work at the intersection of data science and chemistry/chemical engineering, but I am also open to other industries. If you think my skill set overlaps well with an open position, please feel free to contact me!

Projects

  1. Solvent-Inclusive ML/MM Simulations: Assessments of Structural, Dynamical, and Thermodynamic Accuracy Varun Gopal, Clara Kirkvold, Adrian Gordon, Jason Goodpaster, and Sapna Sarupria Journal of Chemical Information and Modeling Article ASAP DOI: 10.1021/acs.jcim.5c01939

    Associated code available at: GitHub Repository

📫 How to reach me

🛠️ Tech & Tools

MD Engines:

  • GROMACS
  • OpenMM

Models:

  • Machine-learned potentials: DeepMD, ANI
  • Coarse-grained potentials: Martini 2 & 3, SIRAH

MD-related Tools:

  • MDAnalysis
  • Plumed

Programming:

  • Languages: Python, Shell
  • Concepts: Functional program, OOP

HPC:

  • Slurm
  • PBS

Pinned Loading

  1. solvent-inclusive-mlmm solvent-inclusive-mlmm Public

    Forked from SAMPEL-Group/solvent-inclusive-mlmm

    Files to reproduce results of a study on solvent-inclusive ML/MM simulations

    Python