output
20062026
most citedUnifying time evolution and optimization with matrix product states

815 citations

Showing 2013Show all

7 papers · 1 filter

math.CV2013★ 8 cited

Image of Abel-Jacobi map for hyperelliptic genus 3 and 4 curves

Andrei Bogatyrev

For the evaluation and inversion of abelian integrals we show that the image of the Abel-Jacobi map of genus less than 5 hyperelliptic curve in its Jacobian is the intersection of…

math.NA2013★ 2 cited

Simultaneous state-time approximation of the chemical master equation using tensor product formats

Sergey Dolgov, Boris Khoromskij

We study the application of the novel tensor formats (TT, QTT, QTT-Tucker) to the solution of -dimensional chemical master equations, applied mostly to gene regulating networks…

math.NA2013★ 15 cited

Iterative representing set selection for nested cross approximation

A. Yu Mikhalev, I. V. Oseledets

A new fast algebraic method for obtaining an -approximation of a matrix from its entries is presented. The main idea behind the method is based on the nested represe…

math.NA2013★ 21 cited

Low-rank approximation in the numerical modeling of the Farley-Buneman instability in ionospheric plasma

S. V. Dolgov, A. P. Smirnov, E. E. Tyrtyshnikov

We consider the numerical modeling of the Farley-Buneman instability development in the earth's ionosphere plasma. The ion behavior is governed by the kinetic Landau equation in th…

math.NA2013★ 79 cited

Quasioptimality of maximum-volume cross interpolation of tensors

Dmitry V. Savostyanov

We consider a cross interpolation of high-dimensional arrays in the tensor train format. We prove that the maximum-volume choice of the interpolation sets provides the quasioptimal…

math.NA2013★ 102 cited

Computation of extreme eigenvalues in higher dimensions using block tensor train format

Sergey V. Dolgov, Boris N. Khoromskij, Ivan V. Oseledets +1

We consider an approximate computation of several minimal eigenpairs of large Hermitian matrices which come from high--dimensional problems. We use the tensor train format (TT) for…

math.NA2013★ 2 cited

A projector-splitting integrator for dynamical low-rank approximation

Christian Lubich, Ivan Oseledets

The dynamical low-rank approximation of time-dependent matrices is a low-rank factorization updating technique. It leads to differential equations for factors of the matrices, whic…