{"product_id":"deep-material-networks-for-efficient-scale-bridging-in-thermomechanical-simulations-of-solids-von-sebastian-gajek","title":"Deep material networks for efficient scale-bridging in thermomechanical simulations of solids","description":"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.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783731512783\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783731512783","offer_id":47019589009733,"sku":"9783731512783","price":42.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/ea85e776-0bbe-468b-a5eb-ff5754acf65a.jpg?v=1780378390","url":"https:\/\/shop.autorenwelt.de\/products\/deep-material-networks-for-efficient-scale-bridging-in-thermomechanical-simulations-of-solids-von-sebastian-gajek","provider":"Autorenwelt Shop","version":"1.0","type":"link"}