Experiments for replicating the paper "Raman spectrum matching with contrastive representation learning"
Experiments for replicating the results in the paper "Raman Spectrum Matching with Contrastive Representation Learning"
For each of the datasets, there is a single experiment that contains five ensembles with different initializations but the same data splitting.
The instruction about how to use this file is shown in the GitHub repository: https://github.com/lyn1874/raman_spectra_matching_with_contrastive_learning
To use the experiments, please cite our paper:
@Article{D2AN00403H,
author ="Li, Bo and Schmidt, Mikkel N. and Alstrøm, Tommy S.",
title ="Raman spectrum matching with contrastive representation learning",
journal ="Analyst",
year ="2022",
volume ="147",
issue ="10",
pages ="2238-2246",
publisher ="The Royal Society of Chemistry",
doi ="10.1039/D2AN00403H",
url ="http://dx.doi.org/10.1039/D2AN00403H",
}
Funding
European Union’s Horizon 2020 research and innovation programme under grant agreement no. 883390 (H2020-SU-SECU-2019 SERSing Project)
Advanced Surface Enhanced Raman Spectroscopy (SERS) based technologies for gas and liquids sensING in the area of chemical protection
European Commission
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