@prefix dcat: <http://www.w3.org/ns/dcat#> .
@prefix dct: <http://purl.org/dc/terms/> .
@prefix foaf: <http://xmlns.com/foaf/0.1/> .
@prefix vcard: <http://www.w3.org/2006/vcard/ns#> .
@prefix xsd: <http://www.w3.org/2001/XMLSchema#> .

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    dct:description """
              Nowadays, time-resolved spectroscopy data can be routinely and accurately collected in UV-vis femtosecond transient absorption spectroscopy. However, the data analysis strategy and the postulation of a physically valid model for this kind of measurements may be tackled with many different approaches ranging from pure soft-modeling (model-free) to hard-modeling, where the elaboration of a parametric spectro-temporal model may be required. This paper reviews methods that are used in practice for the analysis of femtosecond transient absorption spectroscopy data. Model-based methods, common in photochemistry, are revisited, and soft-modeling methods, which originate from the chemometrics field and that recently disseminated in the photo(bio)chemistry literature, are presented. These soft-modeling methods are designed to suit the intrinsic nature of the multivariate (or multi-way) measurement. Soft-modeling tools do not require a priori physical or mechanistic models to provide a decomposition of the data on the time and wavelength dimensions, the only requirement being that these two (or more) dimensions are separable. Additionally, Bayesian data analysis, which provides a probabilistic framework for data analysis, is considered in detail, since it allows uncertainty quantification and validation of the model selection step.
            """ ;
    dct:identifier "hal-00683565" ;
    dct:issued "2026-05-23T05:38:59.405684"^^xsd:dateTime ;
    dct:language "en" ;
    dct:modified "2026-05-23T05:38:59.405692"^^xsd:dateTime ;
    dct:publisher <https://rec.harvest-normandie.data4citizen.com/organization/cce9db95-46d9-4dc2-84b6-764215d0a002> ;
    dct:title "Comprehensive data analysis of femtosecond transient absorption spectra: a review" ;
    dcat:contactPoint [ a vcard:Organization ;
            vcard:fn "CCSD" ] ;
    dcat:distribution <https://rec.harvest-normandie.data4citizen.com/dataset/oai-hal-hal-00683565v1/resource/d5e947c7-b190-445d-9f24-3368dd4cd434> ;
    dcat:keyword "bayesian-data-analysis",
        "chemometrics",
        "chimtheochemical-sciencestheoretical-andor-physical-chemistry",
        "femtosecond-time-resolved-spectroscopy",
        "global-analysis",
        "hard-modeling",
        "infoeu-reposemanticsarticle",
        "journal-articles",
        "model-based",
        "model-free",
        "multivariate-curve-resolution",
        "photochemistry",
        "soft-modeling" ;
    dcat:landingPage <ISSN:%201389-5567> .

<ISSN:%201389-5567> a foaf:Document .

<https://rec.harvest-normandie.data4citizen.com/dataset/oai-hal-hal-00683565v1/resource/d5e947c7-b190-445d-9f24-3368dd4cd434> a dcat:Distribution ;
    dct:format "HTML" ;
    dct:issued "2026-05-23T05:38:59.500348"^^xsd:dateTime ;
    dct:modified "2026-05-23T05:38:59.363380"^^xsd:dateTime ;
    dct:title "Comprehensive data analysis of femtosecond transient absorption spectra: a review" ;
    dcat:accessURL <https://hal.science/hal-00683565> .

<https://rec.harvest-normandie.data4citizen.com/organization/cce9db95-46d9-4dc2-84b6-764215d0a002> a foaf:Agent ;
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