PerseusLjfother

Dynamics Simulation Dataset

A dataset of dynamics simulation trajectories computed with the Natural Coordinate Method (NCM) for multibody mechanical systems, organized by benchmark case with training and test splits. It is intended for learning and evaluating dynamics models, trajectory prediction methods, and surrogate models.

Downloads19
Episodes1472

Why This Matters for Physical AI

This dataset enables training and evaluation of neural dynamics models and trajectory prediction methods for multibody mechanical systems, which are fundamental for learning control-aware surrogate models applicable to robotics.

Technical Profile

Modalities
proprioception
Robot Embodiments
planar_linkageplanar_arm3d_spine
Action Space
joint_inputs
Environment
simulation
Task Types
dynamics_predictiontrajectory_forecasting
Episodes
1472
Data Format
CSV
License
other
Part of the Dynamics Simulation Dataset family

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