Suresh Bishnoi

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 8

Top Topics

Symbolic Description

Partially Observable

Dynamical Systems

Top Venues

Publications

Suresh Bishnoi, Jayadeva, Sayan Ranu, N. M. Anoop Krishnan
BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics. ICLR (2024)
Suresh Bishnoi, Jayadeva, Sayan Ranu, N. M. Anoop Krishnan
Graph Neural Stochastic Differential Equations for Learning Brownian Dynamics. CoRR (2023)
Suresh Bishnoi, Ravinder Bhattoo, Jayadeva, Sayan Ranu, N. M. Anoop Krishnan
Discovering Symbolic Laws Directly from Trajectories with Hamiltonian Graph Neural Networks. CoRR (2023)
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)
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 (2022)
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)
Suresh Bishnoi, Skyler Badge, Jayadeva, N. M. Anoop Krishnan
Predicting Oxide Glass Properties with Low Complexity Neural Network and Physical and Chemical Descriptors. CoRR (2022)
Suresh Bishnoi, Ravinder Bhattoo, Sayan Ranu, N. M. Anoop Krishnan
Enhancing the Inductive Biases of Graph Neural ODE for Modeling Dynamical Systems. CoRR (2022)