MATHMOD 2022 Discussion Contributions

Tensor-train approximation of the chemical master equation and its application for parameter inference

ARGESIM Report 17 (ISBN 978-3-901608-95-7), p 39-40, DOI: 10.11128/arep.17.a17094

Abstract

Traditional chemical kinetic models use ordinary differential equations (ODEs) to predict the concentrations of the involved molecule types. The evolution of the corresponding probability distribution is given by the chemical master equation (CME) which, in principle, can be solved by numerical integration.