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Experiments for replicating the paper "Raman spectrum matching with contrastive representation learning"

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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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