04907nam 22007695 450 991085536840332120240502124842.09783031514340303151434310.1007/978-3-031-51434-0(MiAaPQ)EBC31318082(Au-PeEL)EBL31318082(CKB)31869352900041(DE-He213)978-3-031-51434-0(OCoLC)1432602767(EXLCZ)993186935290004120240502d2024 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierElectron Localization-Delocalization Matrices /by Chérif F. Matta, Paul W. Ayers, Ronald Cook1st ed. 2024.Cham :Springer International Publishing :Imprint: Springer,2024.1 online resource (235 pages)Lecture Notes in Chemistry,2192-6603 ;1129783031514326 3031514327 An Introduction to Electron Localization-Delocalization Matrices -- The Physics of Electron Localization and Delocalization -- The Quantum Theory of Atoms in Molecules and Electron Localization and Delocalization -- Localization-Delocalization Matrix Representation of Molecules -- Molecular Fingerprinting using Localization-Delocalization Matrices: Computational Aspects -- Principal Component Analysis of Localization-Delocalization Matrices -- Localization-Delocalization Matrices Analysis for Corrosion Inhibition -- Localization-Delocalization Matrices Analysis in Predicting Mosquito Repellency -- Modeling Enzyme-Substrate Interaction with Localization-Delocalization Matrices -- Localization-Delocalization Matrices of Large Systems -- Closing remarks.This book builds bridges between two yet separated branches of theoretical and mathematical chemistry: Chemical Graph Theory and Electronic Structure Calculations. Although either of the fields have developed their own techniques, problems, methods, and favorite benchmark cases independent from each other, the authors have managed to bring them together by using the localization-delocalization matrix (LDM). The LDM is a novel molecular descriptor that fingerprints a molecule by condensing the complicated electronic information in one, mathematically manageable, object. In this book, the authors introduce the readers to modeling techniques based on LDMs. Their technique offers a high accuracy as well as robust predictive power, often dramatically surpassing the potential of either of the constituting methods on their own. In addition to the comprehensive and accessible introduction to this new field of theoretical chemistry, the authors offer their self-developed software free to download, so that readers can try running their own simulations. The described methods are very general and can easily be implemented for calculating various properties and parameters such as mosquito repelling activity, ionic liquid properties, local aromaticity of ring molecules, log P's, pKa's, LD50, corrosion inhibition activities, and Lewis acidities and basicities – to only name a few. The free downloadable software helps readers automate the analysis of the matrices described in this book and hence facilitates application of the described methodology. .Lecture Notes in Chemistry,2192-6603 ;112Chemistry, Physical and theoreticalMathematical physicsChemistryData processingChemometricsMathematicsStatisticsTheoretical ChemistryTheoretical, Mathematical and Computational PhysicsComputational ChemistryMathematical Applications in ChemistryApplications of MathematicsStatistics in Engineering, Physics, Computer Science, Chemistry and Earth SciencesChemistry, Physical and theoretical.Mathematical physics.ChemistryData processing.Chemometrics.Mathematics.Statistics.Theoretical Chemistry.Theoretical, Mathematical and Computational Physics.Computational Chemistry.Mathematical Applications in Chemistry.Applications of Mathematics.Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences.541.22Matta Chérif F597254Ayers Paul W1737775Cook Ronald1700563MiAaPQMiAaPQMiAaPQBOOK9910855368403321Electron Localization-Delocalization Matrices4159700UNINA