Abstract
Explainable machine learning algorithms were applied to convolutional neural networks to reveal deeper insights into the properties of metamaterials, demonstrating new avenues for physics discovery and device optimization in optics and photonics.
© 2020 The Author(s)
PDF Article | Presentation VideoMore Like This
Christopher Yeung, Ryan Tsai, Benjamin Pham, Brian King, Yusaku Kawagoe, David Ho, Julia Liang, Mark W. Knight, and Aaswath Raman
AW3E.6 CLEO: QELS_Fundamental Science (CLEO:FS) 2021
Zeyuan Yang, Rentao Gu, and Yuefeng Ji
Tu2F.3 Optical Fiber Communication Conference (OFC) 2023
Ian A. D. Williamson, Tyler W. Hughes, Momchil Minkov, and Shanhui Fan
FW4B.1 CLEO: QELS_Fundamental Science (CLEO:FS) 2020