• Technical Conference: 

    15 – 20 May 2022

  • Exhibition: 

    17 – 19 May 2022

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Poster

Simulating Optical Field Mode Profiles UsingArtificial Neural Networks for use in OpenSource Eigenmode Expansion (JW1A.72)

Presenter: Ian Hammond, Brigham Young University Provo

We use artificial neural networks (ANN) to predict the electromagnetic spatialmodes of nanophotonic structures, and propose their use to accelerate eigenmode expansion(EME) simulations. A new intuitive open-source EME solver is presented.

Authors:Ian Hammond, Brigham Young University Provo / Ryan Camacho, Brigham Young University Provo / Alec Hammond, Georgia Institute of Technology


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