000170210 001__ 170210
000170210 005__ 20260407115449.0
000170210 0247_ $$2doi$$a10.1021/acc.jafc.6c00101
000170210 0248_ $$2sideral$$a148734
000170210 037__ $$aART-2026-148734
000170210 041__ $$aeng
000170210 100__ $$0(orcid)0000-0001-7225-2272$$aSáenz-Navajas, María-Pilar
000170210 245__ $$aFrom sensometabolomics to rapid analysis and machine learning: a perspective on modeling wine mouthfeel
000170210 260__ $$c2026
000170210 5203_ $$aWine is an intriguing natural product involving biotransformation of grape constituents and continued chemical evolution during aging. Deep knowledge of the chemistry and sensory properties of wine has been developed, but gaps remain and new challenges emerge. Boundaries continue to be pushed with sensometabolomics used to identify important chemical contributors related to sensory acceptance and product quality. Rapid methods and timely access to results are also paramount for a digitally transformed industry, but masses of data are generated. Machine learning is quickly emerging as a versatile and powerful approach for handling multidimensional data sets and modeling intricate wine phenomena.
000170210 536__ $$9info:eu-repo/grantAgreement/ES/MCINN/PID2024-157905OB-C21$$9info:eu-repo/grantAgreement/ES/MCINN/PID2024-157905OB-C22
000170210 540__ $$9info:eu-repo/semantics/closedAccess$$aAll rights reserved$$uhttp://www.europeana.eu/rights/rr-f/
000170210 655_4 $$ainfo:eu-repo/semantics/article$$vinfo:eu-repo/semantics/publishedVersion
000170210 700__ $$0(orcid)0000-0002-3698-6719$$aFerreira González, Chelo$$uUniversidad de Zaragoza
000170210 700__ $$aJeffery, David W.
000170210 7102_ $$12005$$2595$$aUniversidad de Zaragoza$$bDpto. Matemática Aplicada$$cÁrea Matemática Aplicada
000170210 773__ $$g(2026), [9 p.]$$pJ. agric. food chem.$$tJOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY$$x0021-8561
000170210 8564_ $$s4379809$$uhttps://zaguan.unizar.es/record/170210/files/texto_completo.pdf$$yVersión publicada$$zinfo:eu-repo/date/embargoEnd/2027-02-26
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000170210 909CO $$ooai:zaguan.unizar.es:170210$$particulos$$pdriver
000170210 951__ $$a2026-03-26-14:31:46
000170210 980__ $$aARTICLE