Some Research Topics

Equilibrium Dynamics of Proteins

Conformational ensemble of HIV-1 protease
Conformational ensemble of HIV-1 protease (PDB ID: 3TTP) backbone atoms harvested from a one microsecond equilibrium molecular dynamics simulation run at constant temperature and pressure. Each backbone is colored based on timestep in the ensemble.


Conformational Dynamics of a Single-Stranded DNA Dinucleotide

Machine Learning and Rare Events

Generative Machine Learning the Isotropic-Nematic Phase Transition

Isotropic (left) and nematic (right) phases of a melt of Gay-Berne ellipsoids
Isotropic (left, a) and nematic (right, b) phases of a melt of Gay-Berne ellipsoids. In b), the local orientations of each ellipsoid relative to the global orientation vector (blue, dashed arrow) are indicated with the black arrows for a few sample ellipsoids.


Back to Homepage