Multibody dynamics and control using machine learning | 2023 Publication type A1 Journal article (refereed), original research Author(s) Hashemi Arash, Orzechowski Grzegorz, Mikkola Aki, McPhee John Energy - Transition to carbon-neutral world Mechanical Engineering Artificial Intelligence Modelling and Simulation Control and Systems Engineering Computational Mechanics LUT School of Energy Systems
Modeling viscous damping for transverse oscillations in reeving systems using the Arbitrary Lagrangian–Eulerian Modal approach | 2022 Publication type A1 Journal article (refereed), original research Author(s) Orzechowski Grzegorz, Escalona José L., Dmitrochenko Oleg, Mohammadi Narges, Mikkola Aki Energy - Transition to carbon-neutral world Mechanical Engineering Computational Mechanics LUT School of Energy Systems
Neuronal Activity in the Brain Changes during Exercise in Attention States, Warm-up, Submaximal Effort, and Recovery, after Neurofeedback-EEG Training in Motion | 2022 Publication type A1 Journal article (refereed), original research Author(s) Mikicin Miroslaw, Orzechowski Grzegorz Other Focus Area LUT School of Energy Systems
Simulating human motion using Motion Model Units - example implementation and usage | 2022 Publication type A1 Journal article (refereed), original research Author(s) Kłodowski Adam, Kurinov Ilya, Orzechowski Grzegorz, Mikkola Aki Other Focus Area Engineering Software LUT School of Energy Systems
Accelerating design processes using data-driven models | 2021 Publication type A3 Book section, chapters in research books Author(s) Kurvinen Emil, Suninen Iines, Orzechowski Grzegorz, Choi Jin H., Kim Jin-Guym, Mikkola Aki
Automated Excavator Based on Reinforcement Learning and Multibody System Dynamics | 2020 Publication type A2 Review article, literature review, systematic review Author(s) Kurinov Ilya, Orzechowski Grzegorz, Hämäläinen Perttu, Mikkola Aki Artificial Intelligence LUT School of Energy Systems
Data-driven simulation for general-purpose multibody dynamics using Deep Neural Networks | 2020 Publication type A1 Journal article (refereed), original research Author(s) Choi Hee-Sun, An Junmo, Han Seongji, Kim Jin-Gyun, Jung Jae-Yoon, Choi Juhwan, Orzechowski Grzegorz, Mikkola Aki, Choi Jin-Hwan
Force Approximation of the Human Hand in Contact with a Climbing Wall Handle | 2020 Publication type A1 Journal article (refereed), original research Author(s) Orzechowski Grzegorz, Hämäläinen Perttu, Mikkola Aki
Cone complementarity approach for dynamic analysis of multiple pendulums | 2019 Publication type A1 Journal article (refereed), original research Author(s) Yu Xinxin, Dmitrochenko Oleg, Matikainen K. Marko, Orzechowski Grzegorz, Mikkola Aki
Force Approximation of the Hand on the Climbing Wall Handle | 2019 Publication type A4 Conference proceedings Author(s) Orzechowski Grzegorz, Hämäläinen Perttu, Mikkola Aki
Co-Simulation Procedure for Multibody Reeving Systems | 2018 Publication type A4 Conference proceedings Author(s) Orzechowski G., Mikkola A., Escalona J.
Examinations of the methods used to power supply of different light sources and their effect on bioelectrical brain activity | 2018 Publication type A1 Journal article (refereed), original research Author(s) Niemierzycka A., Tomczuk K., Mikicin M., Zdrodowska A., Orzechowski G., Kowalczyk M.
Flexible multibody modeling of reeving systems including transverse vibrations | 2018 Publication type A1 Journal article (refereed), original research Author(s) Escalona José L., Orzechowski Grzegorz, Mikkola Aki M. Mechanical Engineering LUT School of Energy Systems
High Load Capacity Crane Analysis for Real-Time Applications Using Arbitrary Eulerian-Lagrangian Modal Approach | 2018 Publication type A4 Conference proceedings Author(s) Orzechowski Grzegorz, Mikkola Aki, Escalona Jose Mechanical Engineering LUT School of Energy Systems
Results of Single Sculling Technique Analysis Using 1D Mathematical Model | 2018 Publication type A1 Journal article (refereed), original research Author(s) Wychowanski M., Slugocki G., Orzechowski G., Staniak Z., Radomski D.
A simple mathematical model of a single sculling technique | 2017 Publication type A4 Conference proceedings Author(s) Wychowański Michał, Sługocki Grzegorz, Orzechowski Grzegorz, Staniak Zbigniew, Radomski Dariusz, Trzciński Aleksander, Wit Andrzej
Boundary Conditions and Craig-Bampton Substructuring Technique with Free-Free Modes | 2017 Publication type A4 Conference proceedings Author(s) Orzechowski Grzegorz, Mikkola Aki
In-Extensible ANCF Cable Element for Real-Time Simulations | 2017 Publication type A4 Conference proceedings Author(s) Orzechowski Grzegorz, Mikkola Aki
Inertia Forces and Shape Integrals in the Floating Frame of Reference Formulation | 2017 Publication type A1 Journal article (refereed), original research Author(s) Orzechowski Grzegorz, Matikainen Marko K., Mikkola Aki M. Modelling and Simulation LUT School of Energy Systems
Physical experiment and computer simulation of the speed-up manoeuvre using the absolute nodal coordinate formulation | 2017 Publication type A1 Journal article (refereed), original research Author(s) Orzechowski Grzegorz, Frączek Janusz, Barczak Tomasz
Volumetric locking suppression method for nearly incompressible nonlinear elastic multi-layer beams using ANCF elements | 2017 Publication type A1 Journal article (refereed), original research Author(s) Orzechowski G., Fraczek J.