{"product_id":"machine-learning-aided-multiscale-mechanics-of-fiber-suspensions-von-benedikt-sterr","title":"Machine learning aided multiscale mechanics of fiber suspensions","description":"\nWe present a Fast-Fourier-Transform (FFT) based computational approach to computing the viscous stress response of rigid fibers suspended in a non-Newtonian medium. We identify closed-form models for the fiber suspension viscosity from data obtained with the FFT-based computational approach by leveraging supervised machine learning techniques. Furthermore, we present a novel Deep Material Network architecture capable of treating suspensions of rigid particles with high computational efficiency.\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783731514213\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783731514213","offer_id":56584416985413,"sku":"9783731514213","price":37.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/ab855778-e145-4896-b194-a09122b0766f.jpg?v=1765347024","url":"https:\/\/shop.autorenwelt.de\/products\/machine-learning-aided-multiscale-mechanics-of-fiber-suspensions-von-benedikt-sterr","provider":"Autorenwelt Shop","version":"1.0","type":"link"}