M. Pikuliński, P. Malczyk, A. J. Rodríguez, F. González, Data-Driven Prediction of Subsystem Dynamics in the Explicit Co-simulation of Multibody System, Mechanics Based Design of Structures and Machines, 2025, doi:10/p2ps
P. Falkowski et al., Similarity Analysis of Upper Extremity’s Trajectories in Activities of Daily Living for Use in an Intelligent Control System of a Rehabilitation Exoskeleton, Actuators, 2025, doi:10/p8v8
M. Pikuliński, P. Malczyk, R. Aarts, Data-Driven Inverse Dynamics Modelling Using Neural-Networks and Regression-Based Techniques, Multibody System Dynamics, 2024, doi:10/ngdb
M. Pikuliński, P. Malczyk, Adjoint Method for Optimal Control of Multibody Systems in the Hamiltonian Setting, Mechanism and Machine Theory, 2021, doi:10/gvgv
Rozdziały w monografiach
M. Pikuliński, P. Malczyk, Optimal Control of Open–Loop Multibody Systems Recovered from Data, Optimal Design and Control of Multibody Systems, IUTAM 2022 (Nachbagauer, K., Held, A.), IUTAM Bookseries, 2024, doi:10/mbvv
M. Pikuliński, P. Malczyk, On Handling Discontinuities in Adjoint-based Optimal Control of Multibody Systems, 2022 26th International Conference on Methods and Models in Automation and Robotics (MMAR), 2022, doi:10/jfxc
M. Pikuliński, P. Malczyk, Sterowanie Optymalne Mechanizmem Płaskim Identyfikowanym z Danych, 16. Krajowa Konferencja Robotyki, Prace Naukowe. Elektronika (Zieliński, C., Mazur, A.), 2022
Publikacje konferencyjne
M. Pikuliński, P. Malczyk, P. Maciąg, Sterowanie optymalne robotem równoległym z uczeniem i kompensacją błędu odtwarzania trajektorii, 17. Krajowa Konferencja Robotyki, Sympozjum Teorii Maszyn i Układów Mechatronicznych, 10-12.09.2025, Trzebieszowice, Poland
M. Figat, K. Kania, A. Kwiek, A. Tarnowski, M. Pikuliński, P. Malczyk, Modeling and Optimal Control of a Vertical Take-Off and Landing UAV, 12th ECCOMAS Themac Conference on Mulbody Dynamics, Multibody Dynamics 2025, 13-18.08.2025, Innsbruck, Austria
M. Pikuliński, P. Malczyk, P. Maciąg, Online Error Learning for 2DOF Planar Robot Control Using Adjoint Method and Data-Driven Inverse Dynamics, 12th ECCOMAS Themac Conference on Mulbody Dynamics, Multibody Dynamics 2025, 13-18.08.2025, Innsbruck, Austria
M. Pikuliński, P. Malczyk, A. J. Rodríguez, F. Gonzalez, Inferring Subsystem Dynamics from Data In Explicit Co-Simulation of Mechanical Systems, 7th International Conference on Multibody System Dynamics, 09-13.06.2024, Madison, USA
M. Pikuliński, P. Malczyk, R. Aarts, Enhancing Machine Learning-Based Feedforward Control of 2-DOF Flexure Manipulator: Benefits of Time-Delay Embedding, 7th International Conference on Multibody System Dynamics, 09-13.06.2024, Madison, USA
M. Pikuliński, P. Malczyk, Online Data-Driven Modeling of 2DOF Planar Robot Using Time-Delayed Dynamic Mode Decomposition, 11th ECCOMAS Thematic Conference, Multibody Dynamics 2023, 24-28.07.2023, Lisbon, Portugal
M. Pikuliński, P. Malczyk, Sterowanie Optymalne Mechanizmem Płaskim Identyfikowanym z Danych, 16. Krajowa Konferencja Robotyki, Sympozjum Teorii Maszyn i Układów Mechatronicznych, 31.08-02.09.2022, Trzebieszowice, Poland
M. Pikuliński, P. Malczyk, On Handling Discontinuities in Adjoint-based Optimal Control of Multibody Systems, 26th International Conference on Methods and Models in Automation and Robotics, 22-25.08.2022, Międzyzdroje, Poland
M. Pikuliński, P. Malczyk, Optimal Control of Open–Loop Multibody Systems Recovered from Data, IUTAM Symposium on Optimal Design and Control of Multibody Systems - Adjoint Methods, Alternatives, and Beyond, 18-21.07.2022, Hamburg, Germany
M. Pikuliński, P. Malczyk, Hamiltonian-based Optimal Control of Multibody Systems in the Presence of Artificial Discontinuities, 10th ECCOMAS Thematic Conference, Multibody Dynamics 2021, 12-15.12.2021, Budapest, Hungary