Graduate Students

I am interested in the extent to which molecular systems can be engineered to perform complex computations.

Livia is a 3rd year PhD student working on self-assembly optimization and inverse design.

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