Tensor Network Methods for Computational Science

Tensor networks compress high-dimensional data in computational science, but their power hinges on choosing a good structure. I develop methods that automatically search for compact, accurate tensor structures, which scales scientific simulations such as radiation transport and neutron diffusion far beyond prior work.