Deep material networks for efficient scale-bridging in thermomechanical simulations of solids / by Sebastian Gajek.

Format:

Book

Author/Creator:

Gajek, Sebastian, author.

Series:

Schriftenreihe kontinuumsmechanik im maschinenbau ; 2192-693X. band 24

Schriftenreihe kontinuumsmechanik im maschinenbau, 2192-693X ; band 24

Language:

English

Subjects (All):

Fibrous composites.

Composite materials--Thermomechanical properties.

Composite materials.

Materials science--Mathematical models.

Materials science.

Microstructure--Simulation methods.

Microstructure.

Nonlinear systems--Mathematical models.

Nonlinear systems.

Physical Description:

1 online resource

Place of Publication:

Karlsruhe : KIT Scientific Publishing, [2023]

Summary:

"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."--Publisher's website.

Notes:

Includes bibliographical references.

Open access. This is an Open Access book distributed under the terms of the Creative Commons Attribution + ShareAlike 4.0 (CC BY-SA) license, which enables reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. If you remix, adapt, or build upon the material, you must license the modified material under identical terms. Copyright is retained by the author(s).

Description based on website home page, viewed February 16, 2024.