Sökning: "Gustav Vittberg"

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  1. 1. Machine learning for constitutive modeling

    Kandidat-uppsats, KTH/Skolan för teknikvetenskap (SCI)

    Författare :Anna Robbins; Gustav Vittberg; [2021]
    Nyckelord :;

    Sammanfattning : Constitutive modeling of nonlinear materials is a computationally complex and time-intensive process. To mitigate this, a neural network was used to simulate complex behaviors of non-linear materials. With supervised learning the machine learning model was able to predict the stresses in a material when given the strains. LÄS MER