ML-enabled High-speed Dual-Comb Spectrometer for N2O Detection in the Long-Wave Infrared Region
We present an unsupervised denoising network enabling high-speed dual-comb spectrometer measurement. Proof-of-concept demonstration shows the proposed network can effectively denoise time-domain interferogram for N 2 O detection with our long-wave infrared dual-comb spectrometer.
Authors
- Marco Marangoni (ORCID: https://orcid.org/0000-0002-0522-149X)
- Davide Gatti (ORCID: https://orcid.org/0000-0001-9335-821X)
- Jérôme Genest (ORCID: https://orcid.org/0000-0002-9985-0480)
- Aamir Farooq (ORCID: https://orcid.org/0000-0001-5296-2197)
- Luca Moretti (ORCID: https://orcid.org/0000-0001-8092-0752)
- Mathieu Walsh (ORCID: https://orcid.org/0000-0003-0360-1664)
- Zhenhai Wang (ORCID: https://orcid.org/0000-0002-3677-0985)
- Syed Tajammul Ahmad (ORCID: https://orcid.org/0000-0002-7520-496X)
- Mohamed Sy (ORCID: https://orcid.org/0000-0002-9411-5321)
Publication Details
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1364/cleo_at.2025.aa130_4
- Primary Topic
- Spectroscopy and Laser Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00