
MS011A Machine Learning and AI in Multibody System Dynamics I
Main Organizer:
Prof.
Johannes Gerstmayr
(
University of Innsbruck
, Austria
)
Chaired by:
Prof. Johannes Gerstmayr (University of Innsbruck , Austria) , Dr. Grzegorz Orzechowski (LUT University , Finland)
Prof. Johannes Gerstmayr (University of Innsbruck , Austria) , Dr. Grzegorz Orzechowski (LUT University , Finland)
Scheduled presentations:
-
Student
MBD-NODE: Physics-informed data-driven modeling and simulation of constrained multibody systems
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Classical Time Integration Schemes for Mechanical Systems Modeled With Artificial Neural Networks
-
Student
Discovering Antagonists in Network of Robots
-
Student
Generating Digital Twins of Multibody Systems Using Motion Capture, IMU Sensing, and an LLM
-
Student
Leveraging Multiple Specialized Neural Networks to Improve Extrapolation of Mechanical System Dynamics
-
Student
Data-Driven Design Assistance for the Synthesis of Task-Specific Four-Bar Linkages