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Scaling of Differential Equations: Simula SpringerBriefs on Computing, cartea 2

Autor Hans Petter Langtangen, Geir K. Pedersen
en Limba Engleză Paperback – 24 iun 2016
The book serves both as a reference forvarious scaled models with corresponding dimensionless numbers, and as aresource for learning the art of scaling. A special feature of the book is the emphasis on how to create softwarefor scaled models, based on existing software for unscaled models.
Scaling (or non-dimensionalization) is amathematical technique that greatly simplifies the setting of input parameters innumerical simulations. Moreover, scaling enhances the understanding of howdifferent physical processes interact in a differential equation model.Compared to the existing literature, where the topic of scaling is frequentlyencountered, but very often in only a brief and shallow setting, the presentbook gives much more thorough explanations of how to reason about finding theright scales. This process is highly problem dependent, and therefore the bookfeatures a lot of worked examples, from very simple ODEs to systems of PDEs,especially from fluid mechanics.

The text is easily accessible andexample-driven. The first part on ODEs fits even a lower undergraduate level,while the most advanced multiphysics fluid mechanics examples target thegraduate level. The scientific literature is full of scaled models, but in mostof the cases, the scales are just stated without thorough mathematicalreasoning. This book explains how the scales are found mathematically.
This book will be a valuable read for anyonedoing numerical simulations based on ordinary or partial differential equations.
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Specificații

ISBN-13: 9783319327259
ISBN-10: 3319327259
Pagini: 138
Ilustrații: XIII, 138 p. 22 illus.
Dimensiuni: 155 x 235 x 8 mm
Greutate: 0.23 kg
Ediția:1st ed. 2016
Editura: Springer International Publishing
Colecția Springer
Seria Simula SpringerBriefs on Computing

Locul publicării:Cham, Switzerland

Cuprins

Preface.- 1 Dimensions and Units.- 2 Ordinary Differential Equations Models.- 3 Basic Partial Differential Equations Models.- Advanced Partial Differential Equations Models.- References.- Index.

Notă biografică

Hans Petter Langtangen is a professor ofcomputer science at the University of Oslo. He has formerly been a professor ofmechanics and is now the director of a Norwegian Center of Excellence:"Center for Biomedical Computing", at Simula Research Laboratory.Langtangen has published over 100 scientific publications and written severalbooks, including papers and the bestseller TCSE 6 "A Primer on ScientificProgramming with Python", now in its 5th edition. He has also developedopen source and commercial software systems for computational sciences.
Geir K. Pedersen is a professor of mechanics at theDepartment of Mathematics, University of Oslo. He has a life-long experience influid dynamics and mathematical modeling. Pedersen has published articles onwave theory, numerical modeling, perturbation techniques, tsunamis,hydrodynamic stability and experimental fluid dynamics.     


Caracteristici

No comparable book exists Scaling is a classical topic in applied mathematics, but here strongly connected to numerical simulations The book contains a wide range of examples, of differing complexity, from many different scientific fields Includes supplementary material: sn.pub/extras