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Exploring the Steps of Infrared (IR) Spectral Analysis: Pre-Processing, (Classical) Data Modelling, and Deep Learning.

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第一作者： Azadeh,Mokari

第一单位： Leibniz Institute of Photonic Technology, Member of Research Alliance "Leibniz Health Technologies", 07745 Jena, Germany.;Institute of Physical Chemistry, Friedrich Schiller University Jena, 07743 Jena, Germany.

作者： Azadeh,Mokari ^[1] ; Shuxia,Guo ^[2] ; Thomas,Bocklitz ^[3]

作者单位： Leibniz Institute of Photonic Technology, Member of Research Alliance "Leibniz Health Technologies", 07745 Jena, Germany.;Institute of Physical Chemistry, Friedrich Schiller University Jena, 07743 Jena, Germany. ^[1] Leibniz Institute of Photonic Technology, Member of Research Alliance "Leibniz Health Technologies", 07745 Jena, Germany. ^[2] Leibniz Institute of Photonic Technology, Member of Research Alliance "Leibniz Health Technologies", 07745 Jena, Germany.;Institute of Physical Chemistry, Friedrich Schiller University Jena, 07743 Jena, Germany.;Institute of Computer Science, Faculty of Mathematics, Physics & Computer Science, University Bayreuth, Universitaet sstraße 30, 95447 Bayreuth, Germany. ^[3]

关键词 analytical technologies artificial intelligence baseline data modeling deep learning infrared spectroscopy machine learning noise pre-processing techniques

DOI 10.3390/molecules28196886

PMID 37836728

发布时间 2024-10-01

基金项目

13N15706 (BT2-FSU)/ 13N15466 (BT1-FSU), FKZ/FKZ/BMBF

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