Performance-Driven Surrogate Modeling of High-Frequency Structures

Name: Performance-Driven Surrogate Modeling of High-Frequency Structures
Brand: Springer Nature Switzerland AG
SKU: 9783030389284
Price: 427.24 PLN
Availability: InStock

Autor: Slawomir Koziel

Język:

Oprawa: Miękka

Wydawca: Springer Nature Switzerland AG

Dostępność: Dostępna u dostawcy

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This book discusses surrogate modeling of high-frequency structures including antenna and microwave...

Informacje o książce

Autor

Slawomir Koziel

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2021

strony

420

EAN

9783030389284

ISBN

3030389286

Enbook ID

35369329

Wydawca

Springer Nature Switzerland AG

Waga

633

Wymiary

155 x 235 x 23

Pełny opis

This book discusses surrogate modeling of high-frequency structures including antenna and microwave components. The focus is on constrained or performance-driven surrogates. The presented techniques aim at addressing the limitations of conventional modeling methods, pertinent to the issues of dimensionality and parameter ranges that need to be covered by the surrogate to ensure its design utility. Within performance-driven methodologies, mitigation of these problems is achieved through appropriate confinement of the model domain, focused on the regions promising from the point of view of the relevant design objectives. This enables the construction of reliable surrogates at a fraction of cost required by conventional methods, and to accomplish the modeling tasks where other techniques routinely fail. The book provides a broad selection of specific frameworks, extensively illustrated using examples of real-world microwave and antenna structures along with numerous design examples. Furthermore, the book contains introductory material on data-driven and physics-based surrogates. The book will be useful for the readers working in the area of high-frequency electronics, including microwave engineering, antenna design, microwave photonics, magnetism, especially those that utilize electromagnetic (EM) simulation models in their daily routines.

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