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Electron localization-delocalization matrices

Record Type:	Electronic resources : Monograph/item
Title/Author:	Electron localization-delocalization matrices/ by Cherif F. Matta, Paul W. Ayers, Ronald Cook.
Author:	Matta, Cherif F.
other author:	Ayers, Paul W.
Published:	Cham :Springer International Publishing : : 2024.,
Description:	xix, 222 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Chemistry, Physical and theoretical - Mathematical models. -
Online resource:	https://doi.org/10.1007/978-3-031-51434-0
ISBN:	9783031514340

Electron localization-delocalization matrices
Matta, Cherif F.

Electron localization-delocalization matrices[electronic resource] /by Cherif F. Matta, Paul W. Ayers, Ronald Cook. - Cham :Springer International Publishing :2024. - xix, 222 p. :ill. (some col.), digital ;24 cm. - Lecture notes in chemistry,v. 1122192-6603 ;. - Lecture notes in chemistry ;v. 112..

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.

ISBN: 9783031514340

Standard No.: 10.1007/978-3-031-51434-0doiSubjects--Topical Terms:

598683
Chemistry, Physical and theoretical
--Mathematical models.

LC Class. No.: QD455.3.M3

Dewey Class. No.: 541.2015118

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245 1 0 $a Electron localization-delocalization matrices $h [electronic resource] / $c by Cherif F. Matta, Paul W. Ayers, Ronald Cook.
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300 $a xix, 222 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in chemistry, $x 2192-6603 ; $v v. 112
505 0 $a 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.
520 $a 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.
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650 2 4 $a Applications of Mathematics. $3 890893
650 2 4 $a Statistics in Engineering, Physics, Computer Science, Chemistry and Earth Sciences. $3 3591853
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