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ORCIDRavinder Bhattoo
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2020 – today
- 2023
[j1]Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan
:
Learning the dynamics of particle-based systems with Lagrangian graph neural networks. Mach. Learn. Sci. Technol. 4(1): 15003 (2023)- [c3]Suresh Bishnoi, Ravinder Bhattoo, Jayadeva, Sayan Ranu, N. M. Anoop Krishnan:
Enhancing the Inductive Biases of Graph Neural ODE for Modeling Physical Systems. ICLR 2023 - [i6]Suresh Bishnoi, Ravinder Bhattoo, Jayadeva, Sayan Ranu, N. M. Anoop Krishnan:
Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks. CoRR abs/2307.05299 (2023) - 2022
- [c2]Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan:
Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network. NeurIPS 2022 - [c1]Abishek Thangamuthu, Gunjan Kumar, Suresh Bishnoi, Ravinder Bhattoo, N. M. Anoop Krishnan, Sayan Ranu:
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems. NeurIPS 2022 - [i5]Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan:
Learning the Dynamics of Particle-based Systems with Lagrangian Graph Neural Networks. CoRR abs/2209.01476 (2022) - [i4]Suresh Bishnoi, Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan:
Enhancing the Inductive Biases of Graph Neural ODE for Modeling Dynamical Systems. CoRR abs/2209.10740 (2022) - [i3]Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan:
Learning Rigid Body Dynamics with Lagrangian Graph Neural Network. CoRR abs/2209.11588 (2022) - [i2]Abishek Thangamuthu, Gunjan Kumar, Suresh Bishnoi, Ravinder Bhattoo, N. M. Anoop Krishnan, Sayan Ranu:
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems. CoRR abs/2211.05520 (2022) - 2021
- [i1]Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan:
Lagrangian Neural Network with Differentiable Symmetries and Relational Inductive Bias. CoRR abs/2110.03266 (2021)
Coauthor Index
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