title: Multi-way chemometric methodologies and applications: a central summary of our research work.
abstract: Multi-way data analysis and tensorial calibration are gaining widespread acceptance with the rapid development of modern analytical instruments. In recent years, our group working in State Key Laboratory of Chemo/Biosensing and Chemometrics in Hunan University has carried out exhaustive scientific research work in this area, such as building more canonical symbol systems, seeking the inner mathematical cyclic symmetry property for trilinear or multilinear decomposition, suggesting a series of multi-way calibration algorithms, exploring the rank estimation of three-way trilinear data array and analyzing different application systems. In this present paper, an overview from second-order data to third-order data covering about theories and applications in analytical chemistry has been presented.
authors.affiliation: State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha 410082, China. hlwu@hnu.cn
authors.forename: Hai-Long
authors.initials: HL
authors.lastname: Wu
authors.forename: Jin-Fang
authors.initials: JF
authors.lastname: Nie
authors.forename: Yong-Jie
authors.initials: YJ
authors.lastname: Yu
authors.forename: Ru-Qin
authors.initials: RQ
authors.lastname: Yu
mesh_terms: D000465:Algorithms; D003358:Cosmetics / Q000737:chemistry; D004787:Environmental Pollution; D005504:Food Analysis; D004364:Pharmaceutical Preparations / Q000737:chemistry; D012106:Research; D012306:Risk
chemical_list: D003358:Cosmetics; D004364:Pharmaceutical Preparations