Abstract
We present an autoencoder that can infer molar fractions and reference spectra based solely on mixture spectra. The model is demonstrated to work for C1-C3 hydrocarbon gas mixtures measured using an interband cascade laser. This method can ease the dependence of spectroscopic sensing on reference spectra.
| Original language | English |
|---|---|
| State | Published - 2024 |
| Externally published | Yes |
| Event | CLEO: Applications and Technology in CLEO 2024, CLEO: A and T 2024 - Part of Conference on Lasers and Electro-Optics - Charlotte, United States Duration: 5 May 2024 → 10 May 2024 |
Conference
| Conference | CLEO: Applications and Technology in CLEO 2024, CLEO: A and T 2024 - Part of Conference on Lasers and Electro-Optics |
|---|---|
| Country/Territory | United States |
| City | Charlotte |
| Period | 5/05/24 → 10/05/24 |
Bibliographical note
Publisher Copyright:© Optica Publishing Group 2024, © 2024 The Author(s)
ASJC Scopus subject areas
- General Computer Science
- Space and Planetary Science
- Control and Systems Engineering
- Electrical and Electronic Engineering
- Electronic, Optical and Magnetic Materials
- Instrumentation
- Atomic and Molecular Physics, and Optics
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