Towards Confident Bayesian Parameter Estimation in Stochastic Chemical Kinetics

DOI10.1007/978-3-030-55874-1_36zbMath1470.92408OpenAlexW3157201784MaRDI QIDQ5152827

Pedro Vilanova, Robin Eriksson, Stefan Engblom

Publication date: 27 September 2021

Published in: Lecture Notes in Computational Science and Engineering (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-030-55874-1_36

Mathematics Subject Classification ID

Bayesian inference (62F15) Classical flows, reactions, etc. in chemistry (92E20)

Cites Work

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• Spectral approximation of solutions to the chemical master equation
• Data-driven, variational model reduction of high-dimensional reaction networks
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• An adaptive Metropolis algorithm