Time integration of tensor trains

Preprint English OPEN
Lubich, Christian; Oseledets, Ivan; Vandereycken, Bart;
(2014)
  • Related identifiers: doi: 10.1137/140976546
  • Subject: 15A18, 15A69, 65F99, 65L05 | Mathematics - Numerical Analysis
    acm: ComputingMethodologies_COMPUTERGRAPHICS | MathematicsofComputing_NUMERICALANALYSIS | ComputingMethodologies_SYMBOLICANDALGEBRAICMANIPULATION

A robust and efficient time integrator for dynamical tensor approximation in the tensor train or matrix product state format is presented. The method is based on splitting the projector onto the tangent space of the tensor manifold. The algorithm can be used for updatin... View more
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