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Physics-Informed-Machine-Learning

Artificial Neural Nets that incorporate Rigorous Coupled Wave Analysis into Loss Function

  • Run "generateRCWAdata.m"; this will generate a datafile called dataFull.mat
  • copy this file to m=50 folder
  • Run "annRun.mat"; this will create a file ANNtest.mat, containing the trained network
  • Run "annTest.mat" to test the performance of the resulting ANN