Research

June 18, 2021


Currently, my research interest lies in the intersection of bio/cheminformatics, geometric data processing, and generative modeling. Specifically, I am devoted to the following research problems:

  • How to design better geometric representations for drug-like molecules and biomolecules?
  • How to model the distribution of geometric objects via their representations and develop generative models for them?
  • How to apply geometric generative models to specific problems in biology and chemistry?
  • How to approach 3D computer vision tasks using the tools developed for the problems above?

What I cannot create, I do not understand.

Richard P. Feynman.

The reality of the universe is geometrical.

Edwin A. Burtt. The Metaphysical Foundations of Modern Physical Science.