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Rational Design of a Low-Data Regime of Pyrrole Antioxidants for Radical Scavenging Activities Using Quantum Chemical Descriptors and QSAR with the GA-MLR and ANN Concepts

A series of pyrrole derivatives and their antioxidant scavenging activities toward the superoxide anion (O<sub>2</sub><sup>•−</sup>), hydroxyl radical (<sup>•</sup>OH), and 1,1-diphenyl-2-picryl-hydrazyl (DPPH<sup>•</sup>) served as the training data sets of a quantitative structure–activity relatio...

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Auteurs principaux: Wanting Xie, Sopon Wiriyarattanakul, Thanyada Rungrotmongkol, Liyi Shi, Amphawan Wiriyarattanakul, Phornphimon Maitarad
Format: Artigo
Langue:Inglês
Publié: MDPI AG 2023-02-01
Collection:Molecules
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Accès en ligne:https://www.mdpi.com/1420-3049/28/4/1596
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