Surrogate sensitivity analysis of facet optical coatings produced without and with in situ design reoptimization

Optoelectronic and photonic waveguide-based devices often require the control of the exit/entrance facet reflectance to a high degree of precision on a relatively large wavelength range. Fabricating facet optical coatings for that purpose can be challenging due to thickness errors. In this work, a surrogate approach, the polynomial chaos expansion method, is used to evaluate the robustness of optical coating designs to experimental errors, and the Sobol' sensitivity indices of their individual layers. The effect of a fabrication strategy involving successive in-situ design re-optimizations after completion of each individual layer deposition is simulated and shown to reduce significantly the detrimental effect of thickness errors on the yield and performance of coatings.

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Publication Details

Journal
Scientific Reports
Published
2025-02-16
DOI
https://doi.org/10.1038/s41598-025-89625-6
Primary Topic
Probabilistic and Robust Engineering Design
Type
article
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article

Surrogate sensitivity analysis of facet optical coatings produced without and with in situ design reoptimization

Daniel Poitras, Penghui Ma
Scientific Reports
Probabilistic and Robust Engineering Design
article

Surrogate sensitivity analysis of facet optical coatings produced without and with in situ design reoptimization

Daniel Poitras, Penghui Ma
article en

Abstract

Optoelectronic and photonic waveguide-based devices often require the control of the exit/entrance facet reflectance to a high degree of precision on a relatively large wavelength range. Fabricating facet optical coatings for that purpose can be challenging due to thickness errors. In this work, a surrogate approach, the polynomial chaos expansion method, is used to evaluate the robustness of optical coating designs to experimental errors, and the Sobol' sensitivity indices of their individual layers. The effect of a fabrication strategy involving successive in-situ design re-optimizations after completion of each individual layer deposition is simulated and shown to reduce significantly the detrimental effect of thickness errors on the yield and performance of coatings.

Scientific ReportsVol. 15(1)
National Research Council Canada (CA)
Sustainable cities and communities
Openalex Percentile: Top 97%
Probabilistic and Robust Engineering Design
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Surrogate sensitivity analysis of facet optical coatings produced without and with in situ design reoptimization — Daniel Poitras, Penghui Ma · Scientific Reports (2025) | TGRS Research Map | TGRS