Application of artificial neural networks in hybrid simulation W Mucha Applied Sciences 9 (21), 4495, 2019 | 20 | 2019 |
Comparison of machine learning algorithms for structure state prediction in operational load monitoring W Mucha Sensors 20 (24), 7087, 2020 | 15 | 2020 |
Operational load monitoring of a composite panel using artificial neural networks W Mucha, W Kuś, JC Viana, JP Nunes Sensors 20 (9), 2534, 2020 | 14 | 2020 |
Application of mode superposition to hybrid simulation using real time finite element method W Mucha, W Kuś Mechanics 23 (5), 673-677, 2017 | 10 | 2017 |
Chemiresistor gas sensors based on conductive copolymer and ZnO blend–prototype fabrication, experimental testing, and response prediction by artificial neural networks P Kałużyński, W Mucha, G Capizzi, G Lo Sciuto Journal of Materials Science: Materials in Electronics 33 (35), 26368-26382, 2022 | 9 | 2022 |
Real-time hybrid simulation using materials testing machine and FEM W Mucha Advances in mechanics: theoretical, computational and interdisciplinary …, 2016 | 9 | 2016 |
Memetic inverse problem solution in cyber-physical systems W Kuś, W Mucha International Congress on Technical Diagnostics, 335-341, 2016 | 7 | 2016 |
Multiscale analysis of composite structures with artificial neural network support for micromodel stress determination W Kuś, W Mucha, IT Jiregna Materials 17 (1), 154, 2023 | 6 | 2023 |
Idea of the optimization strategy for industrial processes W Kuś, W Mucha Computer Methods in Materials Science 14 (1), 13-19, 2014 | 5 | 2014 |
Mountain bicycle frame testing as an example of practical implementation of hybrid simulation using RTFEM W Mucha, W Kuś AIP Conference Proceedings 1922 (1), 2018 | 4 | 2018 |
Real Time Computations Using FEM-Review of Applications and Possibilities. W Kuś, W Mucha Mechanika, 2014 | 4 | 2014 |
Real-time finite element simulations on an arm microcontroller W Mucha Journal of Applied Mathematics and Computational Mechanics 16 (1), 109-116, 2017 | 3 | 2017 |
Application of dynamic condensation for model order reduction in real-time hybrid simulations W Mucha Meccanica 58 (7), 1409-1425, 2023 | 2 | 2023 |
New operational load monitoring approach using digital image correlation and image classification networks W Mucha, G Kokot, JC Viana, JP Nunes Journal of Physics: Conference Series 2512 (1), 012015, 2023 | 2 | 2023 |
Exploration mobile robot, project and prototype W Mucha, W Kuś Mechatronics-Ideas for Industrial Application, 231-238, 2015 | 2 | 2015 |
Comparison of numerical and experimental strains distributions in composite panel for aerospace applications W Mucha, W Kus, JC Viana, JP Nunes Universitat Politecnica Valencia, 2021 | 1 | 2021 |
Application of Artificial Neural Networks to Heat Transfer Simulations of Thin Film Structures Irradieted by Laser A Korczak, W Mucha, A Piasecka-Belkhayat 2020 International Conference Mechatronic Systems and Materials (MSM), 1-4, 2020 | 1 | 2020 |
A new nondeterministic method for optimal selection of master degrees of freedom for dynamic condensation based on evolutionary optimization W Mucha Journal of Theoretical and Applied Mechanics 58, 2020 | 1 | 2020 |
Metamodeling as a model order reduction technique in hybrid simulation using RTFEM W Mucha, W Kuś AIP Conference Proceedings 2029 (1), 2018 | 1 | 2018 |
Dynamic condensation as a model order reduction technique for RTFEM model in hybrid simulation W Mucha Mechanika, 109-112, 2018 | 1 | 2018 |