Ravinder Bhattoo

According to our database, Ravinder Bhattoo authored at least 8 papers between 2021 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Learning the dynamics of particle-based systems with Lagrangian graph neural networks.

Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan

Mach. Learn. Sci. Technol., March, 2023

Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks.

Suresh Bishnoi, Ravinder Bhattoo, Jayadeva, Sayan Ranu, N. M. Anoop Krishnan

CoRR, 2023

Enhancing the Inductive Biases of Graph Neural ODE for Modeling Physical Systems.

Suresh Bishnoi, Ravinder Bhattoo, Jayadeva, Sayan Ranu, N. M. Anoop Krishnan

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Learning Rigid Body Dynamics with Lagrangian Graph Neural Network.

Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan

CoRR, 2022

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

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

CoRR, 2022

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

Abishek Thangamuthu, Gunjan Kumar, Suresh Bishnoi, Ravinder Bhattoo, N. M. Anoop Krishnan, Sayan Ranu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network.

Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Lagrangian Neural Network with Differentiable Symmetries and Relational Inductive Bias.

Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan

CoRR, 2021