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  • Produktbild: Model Reduction and Coarse-Graining Approaches for Multiscale Phenomena
  • Produktbild: Model Reduction and Coarse-Graining Approaches for Multiscale Phenomena

Model Reduction and Coarse-Graining Approaches for Multiscale Phenomena

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Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

14.10.2010

Abbildungen

XI, 560 p.

Herausgeber

Alexander N. Gorban + weitere

Verlag

Springer Berlin

Seitenzahl

560

Maße (L/B/H)

23,5/15,5/3,1 cm

Gewicht

855 g

Auflage

Softcover reprint of hardcover 1st ed. 2006

Sprache

Englisch

ISBN

978-3-642-07149-2

Beschreibung

Produktdetails

Einband

Taschenbuch

Erscheinungsdatum

14.10.2010

Abbildungen

XI, 560 p.

Herausgeber

Verlag

Springer Berlin

Seitenzahl

560

Maße (L/B/H)

23,5/15,5/3,1 cm

Gewicht

855 g

Auflage

Softcover reprint of hardcover 1st ed. 2006

Sprache

Englisch

ISBN

978-3-642-07149-2

Herstelleradresse

Springer-Verlag KG
Sachsenplatz 4-6
1201 Wien
AT

Email: ProductSafety@springernature.com

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  • Produktbild: Model Reduction and Coarse-Graining Approaches for Multiscale Phenomena
  • Produktbild: Model Reduction and Coarse-Graining Approaches for Multiscale Phenomena
  • Computation of Invariant Manifolds.- A New Model Reduction Method for Nonlinear Dynamical Systems Using Singular PDE Theory.- A Versatile Algorithm for Computing Invariant Manifolds.- Covering an Invariant Manifold with Fat Trajectories.- “Ghost” ILDM-Manifolds and Their Identification.- Dynamic Decomposition of ODE Systems: Application to Modelling of Diesel Fuel Sprays.- Model Reduction of Multiple Time Scale Processes in Non-standard Singularly Perturbed Form.- Coarse-Graining and Ideas of Statistical Physics.- Basic Types of Coarse-Graining.- Renormalization Group Methods for Coarse-Graining of Evolution Equations.- A Stochastic Process Behind Boltzmann’s Kinetic Equation and Issues of Coarse Graining.- Finite Difference Patch Dynamics for Advection Homogenization Problems.- Coarse-Graining the Cyclic Lotka-Volterra Model: SSA and Local Maximum Likelihood Estimation.- Relations Between Information Theory, Robustness and Statistical Mechanics of Stochastic Uncertain Systems via Large Deviation Theory.- Kinetics and Model Reduction.- Exactly Reduced Chemical Master Equations.- Model Reduction in Kinetic Theory.- Novel Trajectory Based Concepts for Model and Complexity Reduction in (Bio)Chemical Kinetics.- Dynamics of the Plasma Sheath.- Mesoscale and Multiscale Modeling.- Construction of Stochastic PDEs and Predictive Control of Surface Roughness in Thin Film Deposition.- Lattice Boltzmann Method and Kinetic Theory.- Numerical and Analytical Spatial Coupling of a Lattice Boltzmann Model and a Partial Differential Equation.- Modelling and Control Considerations for Particle Populations in Particulate Processes Within a Multi-Scale Framework.- Diagnostic Goal-Driven Reduction of Multiscale Process Models.- Understanding Macroscopic Heat/Mass Transfer Using Meso-and Macro-Scale Simulations.- An Efficient Optimization Approach for Computationally Expensive Timesteppers Using Tabulation.- A Reduced Input/Output Dynamic Optimisation Method for Macroscopic and Microscopic Systems.