A low-rank complexity reduction algorithm for the high-dimensional kinetic chemical master equation

DOI10.1016/J.JCP.2024.112827arXiv2309.08252OpenAlexW4391561764WikidataQ128501251 ScholiaQ128501251MaRDI QIDQ6129910

Julian Mangott, Martina Prugger, Lukas Einkemmer

Publication date: 17 April 2024

Published in: Journal of Computational Physics (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/2309.08252

zbMATH Keywords

complexity reductionhigh-dimensional problemschemical master equationreaction networksdynamical low-rank approximation

Mathematics Subject Classification ID

Numerical methods for ordinary differential equations (65Lxx) Numerical methods for partial differential equations, initial value and time-dependent initial-boundary value problems (65Mxx) Time-dependent statistical mechanics (dynamic and nonequilibrium) (82Cxx)

This page was built for publication: A low-rank complexity reduction algorithm for the high-dimensional kinetic chemical master equation