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Title:

Bayesian optimization of quantum cascade detectors

Document type:
Zeitschriftenaufsatz
Author(s):
Popp, J.; Haider, M.; Franckié, M.; Faist, J.; Jirauschek, C.
Abstract:
A Bayesian optimization algorithm in combination with a scattering based simulation approach is used for the optimization of quantum cascade detectors (QCDs). QCDs operate in the mid-infrared and terahertz regime and are, together with quantum cascade lasers, appropriate for the integration into on-chip applications such as gas sensors. Our modeling approach is based on a rate equation model and a Kirchhoff resistance network for noise modeling, using scattering rates calculated with Fermi’s gol...     »
Journal title:
Opt Quant Electron 53, 287 2021-05
Year:
2021
Year / month:
2021-05
Quarter:
2. Quartal
Month:
May
Language:
en
Fulltext / DOI:
doi:10.1007/s11082-021-02885-0
WWW:
https://link.springer.com/article/10.1007/s11082-021-02885-0
Publisher:
Springer Link, Berlin, Heidelberg
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