Department of Computer Science and Engineering, Indian Institute of Technology Delhi, New Delhi 110016, India; Yardi School of Artiﬁcial Intelligence, Indian Institute of Technology Delhi, New Delhi 110016, India; School of Interdisciplinary Research, Indian Institute of Technology Delhi, New Delhi 110016, India; Department of Civil Engineering, Indian Institute of Technology Delhi, New Delhi 110016, India
Abishek Thangamuthu, Gunjan Kumar, Suresh Bishnoi, Ravinder Bhattoo, N M Anoop Krishnan, Sayan Ranu
physics-informed graph neural network;dynamical systems;benchmarking study;neural ODE;Lagrangian neural network;Hamiltonian neural network
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems