Chemometrics-assisted functionalization of boronic acid-derived supramolecules

Abstract

Chemometrics is a useful technique to analyze large amounts of data collected to generate insights and predict behaviors, being applied to boronate supramolecules. Boronic acid-based dynamic covalent bond with diols and catechols is a great advantage for multivariate analysis, involving calibration and prediction of the % ee of enantiomeric analytes using chiral boronates. Chemometrics-assisted quantitative structure-property relationship analysis has also been applied to room-temperature phosphorescence behavior of boronate assemblies. This review highlights the effectiveness of chemometrics in experimental material chemistry.