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Physics-informed Graph Neural Networks for Dynamical Systems

The dataset used in this paper is a collection of simulated trajectories of physical systems, including n-pendulum, n-spring, 4-body gravitational system, and rigid-body system.

Data and Resources

Cite this as

Abishek Thangamuthu, Gunjan Kumar, Suresh Bishnoi, Ravinder Bhattoo, N M Anoop Krishnan, Sayan Ranu (2025). Dataset: Physics-informed Graph Neural Networks for Dynamical Systems. https://doi.org/10.57702/620vbgye

DOI retrieved: January 2, 2025

Additional Info

Field Value
Created January 2, 2025
Last update January 2, 2025
Defined In https://doi.org/10.48550/arXiv.2211.05520
Author Abishek Thangamuthu
More Authors
Gunjan Kumar
Suresh Bishnoi
Ravinder Bhattoo
N M Anoop Krishnan
Sayan Ranu
Homepage https://github.com/M3RG-IITD/benchmarking_graph