Uncertainty quantification in diffraction gratings reliability analysis using a reduced basis method
Abstract
We implement an efficient approach, based on the reduced basis and boundary element methods, for the computation of statistical information in the context of scattering from periodic structures with uncertain geometries, which are assumed to come from imperfections in the manufacturing process and/or wear and tear. We focus on the computation of failure probabilities (the probability that specific diffraction efficiencies fall outside of a given acceptance region) through Monte Carlo sampling. The proposed approach shows significant speed-ups without relevant loss of accuracy. This allows for the computation of statistical information in practical time frames with limited computational resources, enabling its use in realistic environments. (c) 2025 Optica Publishing Group. All rights, including for text and data mining (TDM), Artificial Intelligence (AI) training, and similar technologies, are reserved.
Más información
Título según WOS: | Uncertainty quantification in diffraction gratings reliability analysis using a reduced basis method |
Título de la Revista: | JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION |
Volumen: | 42 |
Número: | 3 |
Editorial: | OPTICAL SOC AMER |
Fecha de publicación: | 2025 |
Página de inicio: | 385 |
Página final: | 394 |
Idioma: | English |
DOI: |
10.1364/JOSAA.547823 |
Notas: | ISI |