Machine Learning

How can we achieve faster and better reservoir computing with molecular dynamics simulations? In my Summer @ Simons internship project I composed custom potentials for the HOOMD simulation engine, accelerated with CUDA kernels.

How can we use complex, dynamical and non-equilibrium many-body simulations for machine learning? In my PhD project I explore this interdisciplinary research question.