Suresh Bishnoi

According to our database, Suresh Bishnoi authored at least 7 papers between 2022 and 2024.

Collaborative distances:

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

2024

Discovering symbolic laws directly from trajectories with hamiltonian graph neural networks.

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

Mach. Learn. Sci. Technol., 2024

BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics.

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

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Graph Neural Stochastic Differential Equations for Learning Brownian Dynamics.

Suresh Bishnoi, 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

Predicting Oxide Glass Properties with Low Complexity Neural Network and Physical and Chemical Descriptors.

Suresh Bishnoi, Skyler Badge, Jayadeva, 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