activity
20052023
most citedUnifying time evolution and optimization with matrix product states

815 citations · 1.4k across the 35 of their papers we have counts for

collaborators
Showing math.NAShow all

41 papers · 1 filter

math.NA2023

Leapfrog methods for relativistic charged-particle dynamics

Ernst Hairer, Christian Lubich, Yanyan Shi

A basic leapfrog integrator and its energy-preserving and variational / symplectic variants are proposed and studied for the numerical integration of the equations of motion of rel…

math.NA2023★ 2 cited

A parallel rank-adaptive integrator for dynamical low-rank approximation

Gianluca Ceruti, Jonas Kusch, Christian Lubich

This work introduces a parallel and rank-adaptive matrix integrator for dynamical low-rank approximation. The method is related to the previously proposed rank-adaptive basis updat…

math.NA2022

Rank- matrix differential equations for structured eigenvalue optimization

Nicola Guglielmi, Christian Lubich, Stefano Sicilia

A new approach to solving eigenvalue optimization problems for large structured matrices is proposed and studied. The class of optimization problems considered is related to comput…

math.NA2022

On a large-stepsize integrator for charged-particle dynamics

Christian Lubich, Yanyan Shi

Xiao and Qin [Computer Physics Comm., 265:107981, 2021] recently proposed a remarkably simple modification of the Boris algorithm to compute the guiding centre of the highly oscill…

math.NA2022

Rank-adaptive time integration of tree tensor networks

Gianluca Ceruti, Christian Lubich, Dominik Sulz

A rank-adaptive integrator for the approximate solution of high-order tensor differential equations by tree tensor networks is proposed and analyzed. In a recursion from the leaves…

math.NA2021

A rank-adaptive robust integrator for dynamical low-rank approximation

Gianluca Ceruti, Jonas Kusch, Christian Lubich

A rank-adaptive integrator for the dynamical low-rank approximation of matrix and tensor differential equations is presented. The fixed-rank integrator recently proposed by two of…