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Leon Sallandt

1 accepted papers

2021

Solving high-dimensional parabolic PDEs using the tensor train format

ICML 2021oral

High-dimensional partial differential equations (PDEs) are ubiquitous in economics, science and engineering. However, their numerical treatment poses formidable challenges since traditional grid-based methods tend to be frustrated by the curse of dimensionality. In this paper, we argue that tensor t…