journal article·2025-02-20Open access

Easing Intermediates Search by Combining Spectroscopy and Multivariate Curve Reconstruction: [CuI(6,6′-dimethyl-2,2′-bipyridyl)2]PF6 Oxidation as Case Study

Gabriele Deplano, Isabelle Gerz, Derya Demirbas, Barbara Centrella, Matteo Bonomo, Serena DeBeer, Silvia Bordiga, Matteo Signorile, Sergio A. V. Jannuzzi

Abstract

High Resolution Image Download MS PowerPoint Slide Despite their prevalence in catalysis, complex reaction mixtures are not trivial to investigate and disentangle. Different approaches can be applied to characterize them, even featuring low-dimensionality data sets. The liquid-phase reaction of [Cu I (6,6′-dimethyl-2,2′-bipyridyl) 2 ]PF 6 ( Cu I ) with tert -butyl hydroperoxide is investigated: two Cu II species are found upon oxidation of the pristine complex, characterized by different spectroscopic and kinetics fingerprints. Coupling EPR and UV–vis spectroscopies with chemometric methods (namely, multivariate curve reconstruction, MCR) allowed for easily retrieving pure spectral features and concentration profiles. Spectrokinetic analysis independently showed an optimal agreement with kinetic outcomes from MCR. Finally, hypotheses on the nature of the Cu II species are drawn on the basis of EPR fitting and quantum chemistry computations on a series of candidate structures. Beyond the accurate characterization of a model system, this study demonstrates the potential of coupling multivariate statistical techniques, experiments, and computations toward a quantitative understanding of electronic and kinetic information on complex chemical systems.
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Research context

OpenAlex topics: Analytical Chemistry and Chromatography · Electrochemical Analysis and Applications · Mass Spectrometry Techniques and Applications

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Department of Chemistry, NIS and INSTM Reference Centre, Università di Torino, Via P. Giuria 7, 10125 and Via G. Quarello 15/A, 10135 Torino, Italy

Department of Inorganic Spectroscopy, Max Planck Institute for Chemical Energy Conversion, Stiftstraße 34−36, 45470 Mülheim an der Ruhr, Germany

Department of Molecular Theory and Spectroscopy, Max-Planck-Institut für Kohlenforschung, Kaiser-Wilhelm-Platz 1, 45470 Mülheim an der Ruhr, Germany

Funding

Ministero dell?Istruzione, dell?Universit? e della Ricerca · Max-Planck-Gesellschaft · H2020 European Research Council

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