Zobrazeno 1 - 4
of 4
pro vyhledávání: '"Carolin Benjamins"'
Autor:
Berend Denkena, Marc-André Dittrich, Hendrik Noske, Dirk Lange, Carolin Benjamins, Marius Lindauer
Publikováno v:
The International Journal of Advanced Manufacturing Technology.
Ball screws are frequently used as drive elements in the feed axes of machine tools. The failure of ball screw drives is associated with high downtimes and costs for manufacturing companies, which harm competitiveness. Data-based monitoring approache
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::31938d6ccd125e847b2783854b4208a2
https://doi.org/10.1007/s00170-023-11524-9
https://doi.org/10.1007/s00170-023-11524-9
Autor:
Annelot Bosman, Carolin Benjamins
Publikováno v:
ACM SIGEVOlution. 15:1-4
During the 22nd week of this year (30 May - 3 June 2022), we had the honor to be part of the Benchmarked: Optimization Meets Machine Learning workshop held at the Lorentz center in Leiden, the Netherlands. The workshop was organized by some of the mo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_________::cb5efe83f9a5a8d17b2856204d3950c5
https://doi.org/10.1145/3551877.3551879
https://doi.org/10.1145/3551877.3551879
Autor:
Carolin Benjamins, Anja Jankovic, Elena Raponi, Koen van der Blom, Marius Lindauer, Carola Doerr
Publikováno v:
HAL
Bayesian optimization (BO) algorithms form a class of surrogate-based heuristics, aimed at efficiently computing high-quality solutions for numerical black-box optimization problems. The BO pipeline is highly modular, with different design choices fo
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::83f927fd6a5772c63aeddda42c40a5fb
Autor:
Carolin Benjamins, Elena Raponi, Anja Jankovic, Koen van der Blom, Maria Laura Santoni, Marius Lindauer, Carola Doerr
Publikováno v:
HAL
Bayesian Optimization (BO) is a powerful, sample-efficient technique to optimize expensive-to-evaluate functions. Each of the BO components, such as the surrogate model, the acquisition function (AF), or the initial design, is subject to a wide range
Externí odkaz:
https://explore.openaire.eu/search/publication?articleId=doi_dedup___::f766e590340bdc6ba1f5de25f9a8092c