Aleksander Karolczuk
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About
Aleksander Karolczuk is a Professor at Opole University of Technology in Poland. His research primarily focuses on the application of machine learning in the prediction of fatigue life for advanced materials, particularly additively manufactured steels. Recent publications include work on the impact of multiaxial stress paths and surface defects on fatigue life, as well as the development of physics-constrained models for effective life prediction under varying loading conditions.
Recent Grants
Grant: Close
Pioneering fatigue life prediction model based on the Gaussian process in conjunction with machine learning
Open Date: 2022-01-01
Close Date: 2025-01-01
Grant: Close
Original adaptation of the multiaxial fatigue criteria of materials into the fatigue life calculation process
Open Date: 2018-02-01
Close Date: 2021-02-01
Grant: Close
Research of basic fatigue phenomena in bimetals manufactured by explosive welding under cyclic loading
Open Date: 2012-08-01
Close Date: 2014-12-01
Grant: Close
Nonlocal method for stress and fatigue life calculation of material under multiaxial loading
Open Date: 2007-11-01
Close Date: 2009-11-01
Articles (14)
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2022
Collaborators (6)
Dariusz Skibicki
Profesor
Bydgoszcz University of Science and Technology
Mariusz Prażmowski
Opole University
Łukasz Pejkowski
Associate professor
Bydgoszcz University of Science and Technology
Michał Böhm
Assistant professor
Opole University
Andrzej Kurek
Opole University
Krzysztof Kluger
Opole University
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