ABOUT

I am a graduate student at MIT working with Tommi Jaakkola and Pulkit Agrawal. Before MIT, I obtained my B.S. from Cornell University (Summa Cum Laude).

My research aims to contribute ML generative modeling and simulation methodology to the study of natural science. Some ambitions include:

  • Automated discovery of materials and drug.
  • Quantum-accuracy simulation of large-scale molecular dynamics.

To move towards these ambitions, I investigate these topics:

  • Generative models for inverse design of crystals and molecules.
  • Learning to simulate complex dynamical systems.
  • Coarse-graining and learning abstractions.

NEWS