N M Anoop Krishnan
7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (13) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
ICLR (2)
ICML (2)
NIPS (2)
ACL (1)
Top co-authors
Keywords
graph neural network
(4)
reinforcement learning
(1)
information extraction
(1)
named entity recognition
(1)
knowledge base
(1)
energy landscape
(1)
dynamical system
(1)
inductive bia
(1)
physics-informed learning
(1)
zero-shot generalization
(1)
physics simulation
(1)
materials science
(1)
structure discovery
(1)
distant supervision
(1)
table processing
(1)
rigid body dynamics
(1)
atomic structure optimization
(1)
hamiltonian neural network
(1)
lagrangian mechanics
(1)
scientific information extraction
(1)
Papers
Latent Mamba Operator for Partial Differential Equations
ICML 2025
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
DiSCoMaT: Distantly Supervised Composition Extraction from Tables in Materials Science Articles
ACL 2023
StriderNet: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes
ICML 2023
Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network
NIPS 2022
Unravelling the Performance of Physics-informed Graph Neural Networks for Dynamical Systems
NIPS 2022