Kniha Separated Representations and PGD-Based Model Reduction Francisco Chinesta

Separated Representations and PGD-Based Model Reduction

Fundamentals and Applications

Jazyk: Angličtina
Väzba: Pevná
Vydavateľ: Springer Verlag GmbH
Dostupnosť: Skladom u dodávateľa
Odosielame za 10-13 dní
99.90
The papers in this volume start with a description of the construction of reduced models through a r...

Informácie o knihe

Jazyk
Angličtina
Väzba
Kniha - Pevná
Vydalo
2014
Stránok
227
EAN
9783709117934
ISBN
3709117933
Enbook ID
02545704
Hmotnosť
524
Rozmery
155 x 235 x 18

Kompletný popis

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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