Bishnoi, Suresh

5 publications

ICLR 2024 BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics Suresh Bishnoi, Jayadeva Jayadeva, Sayan Ranu, N M Anoop Krishnan

NeurIPSW 2023 BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics Suresh Bishnoi, Jayadeva Jayadeva, Sayan Ranu, N M Anoop Krishnan

ICLR 2023 Enhancing the Inductive Biases of Graph Neural ODE for Modeling Physical Systems Suresh Bishnoi, Ravinder Bhattoo, Jayadeva Jayadeva, Sayan Ranu, N M Anoop Krishnan

ICLRW 2023 Learning the Dynamics of Physical Systems with Hamiltonian Graph Neural Networks Suresh Bishnoi, Ravinder Bhattoo, Jayadeva Jayadeva, Sayan Ranu, N M Anoop Krishnan

NeurIPS 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