articleJournal of Computational PhysicsNov 25, 2019GREEN OA

Adaptive activation functions accelerate convergence in deep and physics-informed neural networks

ADAmeya D. JagtapKKKenji KawaguchiGEGeorge Em Karniadakis

Brown University · Massachusetts Institute of Technology · +1 more institution

Indexed inarxivcrossref

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974
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Topics
Keywords
  • Nonlinear system
  • Artificial neural network
  • Activation function
  • Partial differential equation
  • Applied mathematics
  • Robustness (evolution)
  • Computer science
  • Rate of convergence
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