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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Vydáno v:	Journal of computational physics Ročník 503; s. 112827
Hlavní autoři:	Einkemmer, Lukas, Mangott, Julian, Prugger, Martina
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier Inc 15.04.2024
Témata:	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
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