@inproceedings{9ca8eac737a8458f9b6cac1b8e8e604d,
title = "Machine Learning for Modal Analysis",
abstract = "We train autoencoder artificial neural networks on simulated multimodal images and their corresponding modal power coefficients to reconstruct the component modal profiles and obtain a network capable of modal decomposition.",
keywords = "Laser modes, Machine learning, Statistical learning",
author = "Pawel Strzebonski and Kent Choquette",
note = "Publisher Copyright: {\textcopyright} 2020 IEEE.; 2020 IEEE Photonics Conference, IPC 2020 ; Conference date: 28-09-2020 Through 01-10-2020",
year = "2020",
month = sep,
doi = "10.1109/IPC47351.2020.9252555",
language = "English (US)",
series = "2020 IEEE Photonics Conference, IPC 2020 - Proceedings",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2020 IEEE Photonics Conference, IPC 2020 - Proceedings",
address = "United States",
}