Optimizing machine learning yield functions using query-by-committee for support vector classification with a dynamic stopping criterion
Sign Up to like & getrecommendations! Published in 2024 at "Computational Mechanics"
DOI: 10.1007/s00466-023-02440-6
Abstract: 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 constitutive models straight from data, capable… read more here.
Keywords: committee; vector classification; support vector; query committee ... See more keywords