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Deep material networks for efficient scale-bridging in thermomechanical simulations of solids

Produktform: Buch / Einband - flex.(Paperback)

We investigate deep material networks (DMN). We lay the mathematical foundation of DMNs and present a novel DMN formulation, which is characterized by a reduced number of degrees of freedom. We present a efficient solution technique for nonlinear DMNs to accelerate complex two-scale simulations with minimal computational effort. A new interpolation technique is presented enabling the consideration of fluctuating microstructure characteristics in macroscopic simulations.weiterlesen

Sprache(n): Englisch

ISBN: 978-3-7315-1278-3 / 978-3731512783 / 9783731512783

Verlag: KIT Scientific Publishing

Erscheinungsdatum: 25.08.2023

Seiten: 326

Autor(en): Sebastian Gajek

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