Search Results for author: Abishek Thangamuthu

Found 1 papers, 1 papers with code

Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems

1 code implementation10 Nov 2022 Abishek Thangamuthu, Gunjan Kumar, Suresh Bishnoi, Ravinder Bhattoo, N M Anoop Krishnan, Sayan Ranu

We evaluate these models on spring, pendulum, gravitational, and 3D deformable solid systems to compare the performance in terms of rollout error, conserved quantities such as energy and momentum, and generalizability to unseen system sizes.

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