Separated Representations and PGD-Based Model Reduction

Name: Separated Representations and PGD-Based Model Reduction
Brand: Springer Verlag GmbH
SKU: 9783709117934
Price: 423.49 PLN
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Fundamentals and Applications

Autor: Francisco Chinesta, Pierre Ladev?ze

Język:

Oprawa: Twarda

Wydawca: Springer Verlag GmbH

Dostępność: Dostępna u dostawcy

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The papers in this volume start with a description of the construction of reduced models through a r...

Informacje o książce

Autor

Francisco Chinesta, Pierre Ladev?ze

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2014

strony

227

EAN

9783709117934

ISBN

3709117933

Enbook ID

02545704

Wydawca

Springer Verlag GmbH

Waga

524

Wymiary

155 x 235 x 18

Pełny opis

The papers in this volume start with a description of the construction of reduced models through a review of Proper Orthogonal Decomposition (POD) and reduced basis models, including their mathematical foundations and some challenging applications, then followed by a description of a new generation of simulation strategies based on the use of separated representations (space-parameters, space-time, space-time-parameters, space-space, ), which have led to what is known as Proper Generalized Decomposition (PGD) techniques. The models can be enriched by treating parameters as additional coordinates, leading to fast and inexpensive online calculations based on richer offline parametric solutions. Separated representations are analyzed in detail in the course, from their mathematical foundations to their most spectacular applications. It is also shown how such an approximation could evolve into a new paradigm in computational science, enabling one to circumvent various computational issues in a vast array of applications in engineering science.

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Separated Representations and PGD-Based Model Reduction

Fundamentals and Applications

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