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1H NMR-based machine learning methods for rapid authentication and composition profiling of crude palm oil.

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Bibliographic Details
Title: 1H NMR-based machine learning methods for rapid authentication and composition profiling of crude palm oil.
Authors: Nggofur A; The Petroleum and Petrochemical College, Chulalongkorn University, Bangkok 10330, Thailand., Sueviriyapan N; The Petroleum and Petrochemical College, Chulalongkorn University, Bangkok 10330, Thailand., Nuntawong N; National Electronics and Computer Technology Center, National Science and Development Agency, Pathum Thani 12120, Thailand., Sutthiumporn K; Department of Energy Business, Ministry of Energy, Bangkok 10900, Thailand., Sooknoi T; Department of Chemistry, School of Science, King Mongkut's Institute of Technology Ladkrabang, Bangkok 10520, Thailand., Chirachanchai S; The Petroleum and Petrochemical College, Chulalongkorn University, Bangkok 10330, Thailand., Jongpatiwut S; The Petroleum and Petrochemical College, Chulalongkorn University, Bangkok 10330, Thailand. Electronic address: siriporn.j@chula.ac.th.
Source: Food chemistry [Food Chem] 2026 Sep 01; Vol. 522, pp. 150052. Date of Electronic Publication: 2026 Jun 12.
Publication Type: Journal Article; Evaluation Study
Journal Info: Publisher: Elsevier Applied Science Publishers Country of Publication: England NLM ID: 7702639 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1873-7072 (Electronic) Linking ISSN: 03088146 NLM ISO Abbreviation: Food Chem Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1873-7072
DOI:10.1016/j.foodchem.2026.150052