
Topological Indices and Related Descriptors in QSAR and QSPR
- 811 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Topological Indices and Related Descriptors in QSAR and QSPR
About this book
Topological Indices and Related Descriptors in QSAR and QSPR reviews the state of the art in this field and highlights the important advances in the generation of descriptors calculated directly from the structure of molecules. This long-awaited comprehensive book provides all the necessary information to calculate and use these descriptors for deriving structure-activity and structure-property relationships. Written by leading experts in the field, this book discusses the physicochemical significance, strengths, and weaknesses of these indices and presents numerous examples of applications.
This book will be a valuable reference for anyone involved in the use of QSAR and QSPR in the pharmaceutical, applied chemical, and environmental sciences. It is also suitable for use as a supplementary textbook on related graduate level courses.
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Information
Table of contents
- Cover
- Half Title
- Title Page
- Copyright Page
- Table of Contents
- Preface
- Contributors
- 1. No-Free-Lunch Molecular Descriptors in Qsar and Qspr
- 2. Historical Development of Topological Indices
- 3. The Graph Description of Chemical Structures
- 4. Vertex- and Edge-Weighted Molecular Graphs and Derived Structural Descriptors
- 5. Matrices and Structural Descriptors Computed From Molecular Graph Distances
- 6. The Detour Matrix and The Detour Index
- 7. Molecular Connectivity Chi Indices For Database Analysis and Structureproperty Modeling
- 8. Overall Connectivity and Topological Complexity: A New Tool For Qspr/Qsar
- 9. Novel Strategies in The Search of Topological Indices
- 10. The Kappa Indices For Modeling Molecular Shape and Flexibility
- 11. The Electrotopological State: Structure Modeling For Qsar and Database Analysis
- 12. Information Theoretic Indices of Neighborhood Complexity and Their Applications
- 13. Autocorrelation Descriptors For Modeling (Eco)Toxicological Endpoints
- 14. Darc Site Topological Correlations: Ordered Structural Descriptors and Property Evaluation
- 15. A Hierarchical Approach To The Development of Qsar Models Using Topological, Geometrical and Quantum Chemical Parameters
- 16. Molecular Graph Descriptors Used in Neural Network Models
- 17. Algorithms and Software For The Computation of Topological Indices and Structure-Property Models
- Index