Expand this Topic clickable element to expand a topic
Skip to content
Optica Publishing Group
Conferences > CLEO_AT > 2022 > ATh1C > ATh1C.4

Phase Identification and Bespoke Beam Shaping for Coherent Beam Combination via Deep Learning

Ben Mills, James A Grant-Jacob, Matthew Praeger, Robert W Eason, Johan Nilsson, and Michalis N. Zervas

Not Accessible

Your library or personal account may give you access

Abstract

Practical application of coherent beam combination of multiple fibres necessitates phase identification and optimisation in real-time. Here, we solve this mathematical challenge via deep learning, and hence demonstrate the potential for real-time bespoke beam shaping.

© 2022 The Author(s)

PDF Article  |   Presentation Video
More Like This
Coherent Beam Combination via end-to-end deep reinforcement learning

Henrik Tünnermann and Akira Shirakawa
21a_221B_6 JSAP-OSA Joint Symposia (JSAP) 2018

OAM Beams via Deep Reinforcement Learning based Coherent Beam Combining

Henrik Tünnermann and Akira Shirakawa
20p_E214_2 JSAP-OSA Joint Symposia (JSAP) 2019

Reinforcement Learning for Coherent Beam Combining

Henrik Tünnermann and Akira Shirakawa
W1A.2 Conference on Lasers and Electro-Optics/Pacific Rim (CLEO/PR) 2018

View More...

Presentation Video

Presentation video access is available to:

  1. Optica Publishing Group subscribers
  2. Technical meeting attendees
  3. Optica members who wish to use one of their free downloads. Please download the article first. After downloading, please refresh this page.

Contact your librarian or system administrator
or
Log in to access Optica Member Subscription or free downloads

More Like This
Coherent Beam Combination via end-to-end deep reinforcement learning

Henrik Tünnermann and Akira Shirakawa
21a_221B_6 JSAP-OSA Joint Symposia (JSAP) 2018

OAM Beams via Deep Reinforcement Learning based Coherent Beam Combining

Henrik Tünnermann and Akira Shirakawa
20p_E214_2 JSAP-OSA Joint Symposia (JSAP) 2019

Reinforcement Learning for Coherent Beam Combining

Henrik Tünnermann and Akira Shirakawa
W1A.2 Conference on Lasers and Electro-Optics/Pacific Rim (CLEO/PR) 2018

View More...
Experimental Demonstration of a Constellation Shaped via Deep Learning and Robust to Residual-Phase-Noise

Xun Guan, Amir Omidi, Ming Zeng, and Leslie Ann Rusch
SW4E.2 CLEO: Science and Innovations (CLEO:S&I) 2022

Predicting the Surface Topography of Stainless Steel Cut by Fibre Laser via Deep Learning

Alexander F. Courtier, Matt Praeger, James A. Grant-Jacob, Christophe Codemard, Paul Harrison, Ben Mills, and Michalis N. Zervas
AM3I.2 CLEO: Applications and Technology (CLEO:A&T) 2022

Select as filters
Select Topics Cancel
Top
       
© Copyright 2024 | Optica Publishing Group. All rights reserved, including rights for text and data mining and training of artificial technologies or similar technologies.
Privacy | Terms of Use