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

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

- Gajek, S: Deep material networks for efficient scale-bridgin

Bog
  • Format
  • Bog, paperback
  • Engelsk
  • 326 sider

Beskrivelse

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.

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  • Vægt474 g
  • Dybde2,1 cm
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    21 cm

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