Automated Model Reduction for Complex Systems Exhibiting Metastability

DOI10.1137/050623310zbMath1122.60062OpenAlexW2070676247MaRDI QIDQ5757468

Illia Horenko, Christof Schütte, Evelyn Dittmer, Alexander Fischer

Publication date: 7 September 2007

Published in: Multiscale Modeling & Simulation (Search for Journal in Brave)

Full work available at URL: https://semanticscholar.org/paper/59ab2eb05c72f2e6dadd9f1684e53a3ad52ecbe3

zbMATH Keywords

Bayesian networkshidden Markov modelstochastic differential equationsmetastabilitymaximum likelihood principlebiomolecular conformations

Mathematics Subject Classification ID

Markov processes: estimation; hidden Markov models (62M05) Stochastic ordinary differential equations (aspects of stochastic analysis) (60H10) Applications of stochastic analysis (to PDEs, etc.) (60H30) Diffusion processes (60J60) Probabilistic methods in extremal combinatorics, including polynomial methods (combinatorial Nullstellensatz, etc.) (05D40)

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