Gorban, Alexander N.
Model Reduction and Coarse-Graining Approaches for Multiscale Phenomena
Part I.Computation of Invariant Manifolds
1. A New Model Reduction Method for Nonlinear Dynamical Systems Using Singular PDE Theory
N. Kazantzis, C. Kravaris
2. A Versatile Algorithm for Computing Invariant Manifolds
H. W. Broer, A. Hagen, G. Vegter
3. Covering an Invariant Manifold with Fat Trajectories
M. E. Henderson
4. “Ghost” ILDM-Manifolds and Their Identification
S. Borok, I. Goldfarb, V. Gol’dshtein, U. Maas
5. Dynamic Decomposition of ODE Systems: Application to Modelling of Diesel Fuel Sprays
V. Bykov, I. Goldfarb, V. Gol’dshtein, S. Sazhin, E. Sazhina
6. Model Reduction of Multiple Time Scale Processes in Non-standard Singularly Perturbed Form
N. P. Vora, M. -N. Contou-Carrere, P. Daoutidis
Part II.Coarse-Graining and Ideas of Statistical Physics
7. Basic Types of Coarse-Graining
A. N. Gorban
8. Renormalization Group Methods for Coarse-Graining of Evolution Equations
A. Degenhard, J. Rodríguez-Laguna
9. A Stochastic Process Behind Boltzmann’s Kinetic Equation and Issues of Coarse Graining
H. C. Öttinger
10. Finite Difference Patch Dynamics for Advection Homogenization Problems
G. Samaey, D. Roose, I. G. Kevrekidis
11. Coarse-Graining the Cyclic Lotka-Volterra Model: SSA and Local Maximum Likelihood Estimation
C. P. Calderon, G. A. Tsekouras, A. Provata, I. G. Kevrekidis
12. Relations Between Information Theory, Robustness and Statistical Mechanics of Stochastic Uncertain Systems via Large Deviation Theory
C. D. Charalambous, A. Kyprianou, F. Rezaei
Part III.Kinetics and Model Reduction
13. Exactly Reduced Chemical Master Equations
M. R. Roussel, R. Zhu
14. Model Reduction in Kinetic Theory
H. Struchtrup
15. Novel Trajectory Based Concepts for Model and Complexity Reduction in (Bio)Chemical Kinetics
D. Lebiedz, V. Reinhardt, J. Kammerer
16. Dynamics of the Plasma Sheath
M. Slemrod
Part IV.Mesoscale and Multiscale Modeling
17. Construction of Stochastic PDEs and Predictive Control of Surface Roughness in Thin Film Deposition
D. Ni, P. D. Christofides
18. Lattice Boltzmann Method and Kinetic Theory
S. Ansumali, S. S. Chikatamarla, C. E. Frouzakis, I. V. Karlin, I. G. Kevrekidis
19. Numerical and Analytical Spatial Coupling of a Lattice Boltzmann Model and a Partial Differential Equation
P. Leemput, W. Vanroose, D. Roose
20. Modelling and Control Considerations for Particle Populations in Particulate Processes Within a Multi-Scale Framework
N. Bianco, C. D. Immanuel
21. Diagnostic Goal-Driven Reduction of Multiscale Process Models
E. Németh, R. Lakner, K. M. Hangos
22. Understanding Macroscopic Heat/Mass Transfer Using Meso- and Macro-Scale Simulations
D. V. Papavassiliou
23. An Efficient Optimization Approach for Computationally Expensive Timesteppers Using Tabulation
A. Varshney, A. Armaou
24. A Reduced Input/Output Dynamic Optimisation Method for Macroscopic and Microscopic Systems
C. Theodoropoulos, E. Luna-Ortiz
DRM-restrictions
Printing: not available
Clipboard copying: not available
Avainsanat: SCIENCE / Physics SCI055000
- Tekijä(t)
- Gorban, Alexander N.
- Kazantzis, Nikolaos K.
- Kevrekidis, Ioannis G.
- Theodoropoulos, Constantinos
- Öttinger, Hans Christian
- Julkaisija
- Springer
- Julkaisuvuosi
- 2006
- Kieli
- en
- Painos
- 1
- Kategoria
- Eksaktit luonnontieteet
- Tiedostomuoto
- E-kirja
- eISBN (PDF)
- 9783540358886