Reverse Engineering of Optical Coatings with a Machine Learning Algorithm
In this study, a machine learning algorithm (Partial Least Squares) is successfully applied for the reverse engineering of manufactured multilayered coatings. The algorithm retrieves the coating layers thicknesses without a need of specialized expert knowledge.
Authors
- Joseph O’Leary (ORCID: https://orcid.org/0000-0002-6547-2039)
- D. Tonova
- Floran Martin (ORCID: https://orcid.org/0000-0001-7153-9677)
- Michael Sundermann
Institutions
- Carl Zeiss (Germany) (DE)
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1364/oic.2025.thb.2
- Primary Topic
- Surface Roughness and Optical Measurements
- Type
- article
- Field-Weighted Citation Impact
- 0.00