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