Neural Network for Optical Performance Estimation and Advanced Lens Combination

Robert Brüning, Michael Verhoek, Uwe Lippmann, M.F. Costa, M. Flores-Arias, G. Pauliat, P. Segonds
2022 EPJ Web of Conferences  
We developed an algorithm to estimate the performance of an optical system based on the errors of its individual components. After a short training period with classical simulated systems, the performance evaluation for tolerancing could be accelerated by a factor of about three million. Additionally, we propose a probability-based sorting algorithm to combine individual, erroneous components in order to compensate for the tolerance budget within the system and increase the overall yield.
doi:10.1051/epjconf/202226603005 fatcat:746gh4hnsjbj5onnr3rq4jhmry