Physics-informed graph neural Galerkin networks: A unified framework for solving PDE-governed forward and inverse problems

University of Notre Dame

Indexed inarxivcrossref

Abstract

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Citation impact

277
total citations
FWCI
30.39
Percentile
100%
References
74
Citations per year

Authors

3

Topics & keywords

Keywords
  • Polygon mesh
  • Computer science
  • Mathematical optimization
  • Partial differential equation
  • Artificial neural network
  • Nonlinear system
  • Mathematics
  • Theoretical computer science
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Funding