https://doi.org/10.1051/epjconf/202430704057
Neural Network Method for Dielectric Optical Coating Design
1 Institute for Data Science Foundations, Technical University of Hamburg, Blohmstrasse 15, 21079, Hamburg, Germany
2 Deutsches Elektronen-Synchrotron, Notkestrasse 85, 22607, Hamburg, Germany
3 Laser Zentrum Hannover e.V., Hollerithallee 8, 30419, Hannover, Germany
4 Helmholtz Institute Jena, Fröbelstieg 3, 07743, Jena, Germany
5 GSI Helmholtz Centre for Heavy Ion Research, Planckstrasse 1, 64291, Darmstadt, Hamburg
Published online: 18 October 2024
We use neural networks to address the challenge of deriving dielectric coating designs from the desired optical properties. We show that our trained neural network can automatically design common laser mirror coatings types efficiently.
© The Authors, published by EDP Sciences, 2024
This is an Open Access article distributed under the terms of the Creative Commons Attribution License 4.0, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
