
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...

Introduction.- Basics of data-driven surrogate modeling.- Physics-based surrogate modeling.- Design-oriented modeling of high-frequency structures.- Triangulation-based constrained modeling.- Nested kriging modeling.- Feature-based constrained modeling.- Variable-fidelity...