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Suresh Bishnoi

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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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Graph Neural Stochastic Differential Equations for Learning Brownian Dynamics

Jun 20, 2023
Suresh Bishnoi, 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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Predicting Oxide Glass Properties with Low Complexity Neural Network and Physical and Chemical Descriptors

Oct 19, 2022
Suresh Bishnoi, Skyler Badge, Jayadeva, 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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