000			03327nam a22005775i 4500
001			978-3-319-18206-3
003			DE-He213
005			20200421112043.0
007			cr nn 008mamaa
008			150506s2015 gw | s |||| 0|eng d
020			_a9783319182063 _9978-3-319-18206-3
024	7		_a10.1007/978-3-319-18206-3 _2doi
050		4	_aQA273.A1-274.9
050		4	_aQA274-274.9
072		7	_aPBT _2bicssc
072		7	_aPBWL _2bicssc
072		7	_aMAT029000 _2bisacsh
082	0	4	_a519.2 _223
245	1	0	_aStochastic Equations for Complex Systems _h[electronic resource] : _bTheoretical and Computational Topics / _cedited by Stefan Heinz, Hakima Bessaih.
264		1	_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2015.
300			_aVII, 192 p. 42 illus., 33 illus. in color. _bonline resource.
336			_atext _btxt _2rdacontent
337			_acomputer _bc _2rdamedia
338			_aonline resource _bcr _2rdacarrier
347			_atext file _bPDF _2rda
490	1		_aMathematical Engineering, _x2192-4732
505	0		_aStochastic differential equations -- Malliavin Calculus -- Monte Carlo methods -- Multiscale models -- Molecular dynamics -- Stochastic methods for turbulent flows.
520			_aMathematical analyses and computational predictions of the behavior of complex systems are needed to effectively deal with weather and climate predictions, for example, and the optimal design of technical processes. Given the random nature of such systems and the recognized relevance of randomness, the equations used to describe such systems usually need to involve stochastics.  The basic goal of this book is to introduce the mathematics and application of stochastic equations used for the modeling of complex systems. A first focus is on the introduction to different topics in mathematical analysis. A second focus is on the application of mathematical tools to the analysis of stochastic equations. A third focus is on the development and application of stochastic methods to simulate turbulent flows as seen in reality.  This book is primarily oriented towards mathematics and engineering PhD students, young and experienced researchers, and professionals working in the area of stochastic differential equations and their applications. It contributes to a growing understanding of concepts and terminology used by mathematicians, engineers, and physicists in this relatively young and quickly expanding field.  .
650		0	_aMathematics.
650		0	_aComputer mathematics.
650		0	_aProbabilities.
650		0	_aStatistical physics.
650		0	_aComplexity, Computational.
650		0	_aFluid mechanics.
650	1	4	_aMathematics.
650	2	4	_aProbability Theory and Stochastic Processes.
650	2	4	_aEngineering Fluid Dynamics.
650	2	4	_aComputational Science and Engineering.
650	2	4	_aNonlinear Dynamics.
650	2	4	_aComplexity.
700	1		_aHeinz, Stefan. _eeditor.
700	1		_aBessaih, Hakima. _eeditor.
710	2		_aSpringerLink (Online service)
773	0		_tSpringer eBooks
776	0	8	_iPrinted edition: _z9783319182056
830		0	_aMathematical Engineering, _x2192-4732
856	4	0	_uhttp://dx.doi.org/10.1007/978-3-319-18206-3
912			_aZDB-2-ENG
942			_cEBK
999			_c56724 _d56724