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  Stochastic modelling: replacing fast degrees of freedom by noise

Just, W., Kantz, H., Rödenbeck, C., & Helm, M. (2001). Stochastic modelling: replacing fast degrees of freedom by noise. Journal of Physics A: Mathematical and General, 34(15), 3199-3213.

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BGC0363.pdf (Publisher version), 269KB
 
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Just, W., Author
Kantz, H., Author
Rödenbeck, C.1, Author           
Helm, M., Author
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1Inverse Data-driven Estimation, Dr. C. Rödenbeck, Department Biogeochemical Systems, Prof. M. Heimann, Max Planck Institute for Biogeochemistry, Max Planck Society, ou_1497785              

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 Abstract: In systems with timescale separation, where the fast degrees of freedom exhibit chaotic motion, the latter are replaced by suitable stochastic processes. A projection technique is employed to derive equations of motion for the phase space density of the slow variables by eliminating the fast ones. The resulting equations can be approximated in a controlled way by Fokker-Planck equations or equivalently by stochastic differential equations for slow degrees of freedom. We discuss some model situations and explore the accuracy of the approximations by numerical simulations. [References: 16]

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 Dates: 2001
 Publication Status: Issued
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Title: Journal of Physics A: Mathematical and General
Source Genre: Journal
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Publ. Info: London? : IOP Pub.
Pages: - Volume / Issue: 34 (15) Sequence Number: - Start / End Page: 3199 - 3213 Identifier: CoNE: https://pure.mpg.de/cone/journals/resource/954925499098
ISSN: 0305-4470