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s-parameter-fitting

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rajathpi / Scattering-parameter-parameterization

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This project utilizes TensorFlow and Keras to apply neural networks (Basic, LSTM, and GRU) to predict input parameters for a human head-antenna system using scattering parameters. The GRU model consistently outperforms others, showcasing its potential for accurate predictions

keras lstm gru antenna scattering s-parameters microwave tensoflow scattering-parameters s-parameter-fitting
  • Updated Oct 29, 2023
  • Jupyter Notebook

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