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

It is increasingly realized that taking stochastic effects into account is important in order to study biological cells. However, the corresponding mathematical formulation, the chemical master equation (CME), suffers from the curse of dimensionality and thus solving it directly is not feasible for...

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Veröffentlicht in:	Journal of computational physics Jg. 503; S. 112827
Hauptverfasser:	Einkemmer, Lukas, Mangott, Julian, Prugger, Martina
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier Inc 15.04.2024
Schlagworte:	Chemical master equation Complexity reduction Dynamical low-rank approximation High-dimensional problems Reaction networks Dynamical low-rank approximation Complexity reduction Reaction networks Chemical master equation High-dimensional problems
ISSN:	0021-9991, 1090-2716
Online-Zugang:	Volltext
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