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Equivariance Is Not All You Need: Characterizing the Utility of Equivariant Graph Neural Networks for Particle Physics Tasks.

Savannah ThaisDaniel Murnane
Published in: CoRR (2023)
Keyphrases
  • neural network
  • particle physics
  • pattern recognition
  • graph representation
  • weighted graph
  • higher order
  • conservation laws
  • test set
  • graph partitioning