Marcin Kaminski
Full Professor
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About
Dr. Marcin Kaminski is a Full Professor at Lodz University of Technology in Poland. His research encompasses stochastic modeling, uncertainty quantification, and finite element analysis, particularly in relation to elastic beams, cellular materials, and fluid dynamics. Notable recent contributions include investigations into Shannon entropy applications and the mechanical properties of composite materials, reflecting a strong emphasis on probabilistic methods in engineering and applied mechanics.
Articles (20)
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2025
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2025
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2025
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2025
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2025
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2025
The generalized iterative stochastic perturbation approach to the stress‐based Finite Element Method has been proposed in this work. This approach is completed using the complementary energy principle, Taylor expansion of the general order applicable to all random functions and parameters as well as nodal polynomial response bases determined with the use of the Least Squares Method. The main aim of this elaboration is the usage of such a probabilistic approach to determine Bhattacharyya relative entropy for some nonlinear engineering stress analysis with uncertainty. Mathematical apparatus with its numerical implementation has been used to study elastoplastic torsion of some prismatic bar with Gaussian material uncertainty and the corresponding reliability measures. This problem has been solved using the Constant Stress Triangular (CST) plane finite elements, the modified Newton–Raphson algorithm, whereas the first four probabilistic characteristics resulting from the iterative generalized stochastic perturbation method have been contrasted with these obtained with the crude Monte‐Carlo sampling and the semi‐analytical probabilistic approach.
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2024
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2024
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2024
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2024
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2023
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2023
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2023
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2023
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2023
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2023
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2022
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2022
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2022
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2022
Collaborators (4)
Rafał Bredow
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Michał Jan Guminiak
Dr. Habil. Eng. (Ph.D., D.Sc., Eng.), Professor of Poznan University of Technology
Poznan University of Technology
Rafał Leszek Ossowski
Lodz University of Technology
Maciej Przychodzki
Poznan University of Technology
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