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Ravinder Bhattoo

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Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks

Jul 11, 2023
Suresh Bishnoi, Ravinder Bhattoo, Jayadeva, Sayan Ranu, N M Anoop Krishnan

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

Nov 10, 2022
Abishek Thangamuthu, Gunjan Kumar, Suresh Bishnoi, Ravinder Bhattoo, N M Anoop Krishnan, Sayan Ranu

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Learning Rigid Body Dynamics with Lagrangian Graph Neural Network

Sep 23, 2022
Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan

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Enhancing the Inductive Biases of Graph Neural ODE for Modeling Dynamical Systems

Sep 22, 2022
Suresh Bishnoi, Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan

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Learning the Dynamics of Particle-based Systems with Lagrangian Graph Neural Networks

Sep 03, 2022
Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan

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Lagrangian Neural Network with Differentiable Symmetries and Relational Inductive Bias

Oct 12, 2021
Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan

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