000			05275nam a22005895i 4500
001			978-3-540-35888-6
003			DE-He213
005			20160614135416.0
007			cr nn 008mamaa
008			100301s2006 gw | s |||| 0|eng d
020			_a9783540358886 _9978-3-540-35888-6
024	7		_a10.1007/3-540-35888-9 _2doi
049			_aAlfaisal Main Library
050		4	_aQC19.2-20.85
072		7	_aPHU _2bicssc
072		7	_aSCI040000 _2bisacsh
082	0	4	_a530.1 _223
245	1	0	_aModel Reduction and Coarse-Graining Approaches for Multiscale Phenomena _h[electronic resource] / _cedited by Alexander N. Gorban, Ioannis G. Kevrekidis, Constantinos Theodoropoulos, Nikolaos K. Kazantzis, Hans Christian Öttinger.
264		1	_aBerlin, Heidelberg : _bSpringer Berlin Heidelberg, _c2006.
300			_aXI, 560 p. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
505	0		_aComputation 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.
520			_aModel reduction and coarse-graining are important in many areas of science and engineering. How does a system with many degrees of freedom become one with fewer? How can a reversible micro-description be adapted to the dissipative macroscopic model? These crucial questions, as well as many other related problems, are discussed in this book. Specific areas of study include dynamical systems, non-equilibrium statistical mechanics, kinetic theory, hydrodynamics and mechanics of continuous media, (bio)chemical kinetics, nonlinear dynamics, nonlinear control, nonlinear estimation, and particulate systems from various branches of engineering. The generic nature and the power of the pertinent conceptual, analytical and computational frameworks helps eliminate some of the traditional language barriers, which often unnecessarily impede scientific progress and the interaction of researchers between disciplines such as physics, chemistry, biology, applied mathematics and engineering. All contributions are authored by experts, whose specialities span a wide range of fields within science and engineering.
650		0	_aPhysics.
650		0	_aChemometrics.
650		0	_aSystem theory.
650		0	_aStatistical physics.
650		0	_aDynamical systems.
650		0	_aEngineering.
650	1	4	_aPhysics.
650	2	4	_aTheoretical, Mathematical and Computational Physics.
650	2	4	_aStatistical Physics, Dynamical Systems and Complexity.
650	2	4	_aEngineering, general.
650	2	4	_aSystems Theory, Control.
650	2	4	_aMath. Applications in Chemistry.
655		7	_aElectronic books. _2local
700	1		_aGorban, Alexander N. _eeditor.
700	1		_aKevrekidis, Ioannis G. _eeditor.
700	1		_aTheodoropoulos, Constantinos. _eeditor.
700	1		_aKazantzis, Nikolaos K. _eeditor.
700	1		_aÖttinger, Hans Christian. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783540358855
856	4	0	_uhttp://ezproxy.alfaisal.edu/login?url=http://dx.doi.org/10.1007/3-540-35888-9
912			_aZDB-2-PHA
942			_2lcc _cEBOOKS
999			_c248592 _d248592