Suresh Bishnoi
3 papers · 2022–2024 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
graph neural network
(3)
zero-shot generalization
(2)
inductive bia
(2)
stochastic differential equation
(1)
physical dynamics
(1)
momentum conservation
(1)
energy conservation
(1)
hamiltonian neural network
(1)
physical system
(1)
dynamical system
(1)
brownian dynamics
(1)
neural ordinary differential equation
(1)
physics-informed learning
(1)
Papers
BroGNet: Momentum-Conserving Graph Neural Stochastic Differential Equation for Learning Brownian Dynamics
ICLR 2024
Enhancing the Inductive Biases of Graph Neural ODE for Modeling Physical Systems
ICLR 2023
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
NeurIPS 2022