We use artificial neural networks (ANN) to predict the electromagnetic spatial modes of nanophotonic structures, and propose their use to accelerate eigenmode expansion (EME) simulations. A new intuitive open-source EME solver is presented.
© 2021 The Author(s)PDF Article | Presentation Video
More Like This
Th4F.2 Optical Fiber Communication Conference (OFC) 2021
Roney das Mercês Cerqueira, Anderson Dourado Sisnando, and Vitaly Felix Rodriguez Esquerre
JTh5A.141 Frontiers in Optics (FiO) 2021
Yuhei Terashi, Daisuke Hisano, Ken Mishina, Yuki Yoshida, and Akihiro Maruta
W6A.13 Optical Fiber Communication Conference (OFC) 2021