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physics.optics2024
Classification of Single Photons in Higher-Order Spatial Modes via Convolutional Neural Networks
Manon P. Bart, Sita Dawanse, Nicholas J. Savino +7
Spatial modes are a promising candidate for encoding information for classical and quantum optical communication due to their potential high information capacity. Unfortunately, co…
physics.optics2019★ 14 cited
Dispersion Characterization and Pulse Prediction with Machine Learning
Sanjaya Lohani, Erin M. Knutson, Wenlei Zhang +1
In this work we demonstrate the efficacy of neural networks in the characterization of dispersive media. We also develop a neural network to make predictions for input probe pulses…