Grzegorz Orzechowski

According to our database, Grzegorz Orzechowski authored at least 7 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Enablers and barriers to AI adoption: evidence from the heavy machinery industry.

Alena Valtonen, Kirsi Kokkonen, Minna Saunila, Francesco Verdoja, Grzegorz Orzechowski, Emil Kurvinen, Päivi Aaltonen, Jussi Salakka

Discov. Artif. Intell., December, 2026

Large language models in mechanical design of mechatronic systems: A review.

Zdenek Zeman, Aki Mikkola, Grzegorz Orzechowski, Jirí Suder, Milan Mihola

Adv. Eng. Informatics, 2026

2025

Towards Reinforcement Learning Based Log Loading Automation.

Ilya Kurinov, Miroslav Ivanov, Grzegorz Orzechowski, Aki Mikkola

CoRR, October, 2025

Real-Time Structural Deflection Estimation in Hydraulically Actuated Systems Using 3D Flexible Multibody Simulation and DNNs.

Qasim Khadim, Peter Manzl, Emil Kurvinen, Aki Mikkola, Grzegorz Orzechowski, Johannes Gerstmayr

CoRR, March, 2025

Reducing Energy Consumption in Robotic Processes Using a Single-DOF Bennett Mechanism.

Tomás Postulka, Daniel Huczala, Grzegorz Orzechowski, Aki Mikkola, Zdenko Bobovský, Róbert Hunady

IEEE Access, 2025

2020

Automated Excavator Based on Reinforcement Learning and Multibody System Dynamics.

Ilya Kurinov, Grzegorz Orzechowski, Perttu Hämäläinen, Aki Mikkola

IEEE Access, 2020

2019

Data-driven simulation for general purpose multibody dynamics using deep neural networks.

Heesun Choi, Junmo An, Jin-Gyun Kim, Jae-Yoon Jung, Juhwan Choi, Grzegorz Orzechowski, Aki Mikkola, Jin-Hwan Choi

CoRR, 2019