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  1. Article

    Open Access

    Optimizing machine learning yield functions using query-by-committee for support vector classification with a dynamic stop** criterion

    In the field of materials engineering, the accurate prediction of material behavior under various loading conditions is crucial. Machine Learning (ML) methods have emerged as promising tools for generating con...

    Ronak Shoghi, Lukas Morand, Dirk Helm, Alexander Hartmaier in Computational Mechanics (2024)