Vergara Sassarini, Natalia A.Schito, AndreaGasparrini, MartaMichel, PaulineCorrado, Sveva2023-05-252023-05-252023-04-15Vergara Sassarini, N A, Schito, A, Gasparrini, M, Michel, P & Corrado, S 2023, 'Automatic organofacies identification by means of Machine Learning on Raman spectra', International Journal Of Coal Geology, vol. 271, 104237. https://doi.org/10.1016/j.coal.2023.1042370166-5162https://hdl.handle.net/2164/20778Funding Information: IFP Energies nouvelles (France) is warmly acknowledgment for kindly providing access to samples, laboratory facilities and unpublished database. Dr. Amalia Spina and Prof. Simonetta Cirilli from the University of Perugia are warmly acknowledged for the high-quality kerogen isolate extraction. This research was funded by: MIUR grants to Roma Tre PhD School in Earth Sciences (XXXIV doctoral cycle, 2018–2021) and IFP Energies nouvelles PhD program. Publisher Copyright: © 2023 The Authors17222528engCluster analysisDispersed organic matterMachine learningPrincipal component analysisRaman spectroscopyThermal maturityT TechnologyQE GeologyFuel TechnologyGeologyEconomic GeologyStratigraphyTQEJournal article10.1016/j.coal.2023.104237http://www.scopus.com/inward/record.url?scp=85153086274&partnerID=8YFLogxK271