Tensor-based computation of metastable and coherent sets

12 Aug 2019Feliks NüskePatrick GelßStefan KlusCecilia Clementi

Recent years have seen rapid advances in the data-driven analysis of dynamical systems based on Koopman operator theory -- with extended dynamic mode decomposition (EDMD) being a cornerstone of the field. On the other hand, low-rank tensor product approximations -- in particular the tensor train (TT) format -- have become a valuable tool for the solution of large-scale problems in a number of fields... (read more)

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