{"product_id":"benedikt-sterr-machine-learning-aided-multiscale-mechanics-of-fiber-suspensions-9783731514213","title":"Machine learning aided multiscale mechanics of fiber suspensions","description":"We 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.","brand":"Karlsruher Institut für Technologie","offers":[{"title":"Default Title","offer_id":53807023358294,"sku":null,"price":0.0,"currency_code":"EUR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0925\/5829\/5382\/files\/product_image_9783731514213_1.jpg?v=1781814354","url":"https:\/\/www.momoxbooks.com\/products\/benedikt-sterr-machine-learning-aided-multiscale-mechanics-of-fiber-suspensions-9783731514213","provider":"momoxbooks","version":"1.0","type":"link"}