Graduate Student Alumni

My research combines statistical physics, differentiable simulation and machine learning to uncover fundamental limits and design principles governing self-assembly, information flow, and molecular computation.

Differentiable physics models to learn collective behaviors of cells in developmental & synthetic biology

Computational materials design, crystal nucleation