We present a new method based on functional tensor decomposition and dynamic tensor approximation to compute the solution of a high-dimensional time-dependent nonlinear partial differential equation (PDE). The idea of dynamic approximation is to project the time derivative of the PDE solution onto the tangent space of a low-rank functional tensor m...

Dynamic tensor approximation of high-dimensional nonlinear PDEs

10.48550/arxiv.2007.09538