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Title Recent advances in QSAR studies : methods and applications / edited by Tomasz Puzyn, Jerzy Leszczynski, Mark T.D. Cronin
Published New York : Springer, ©2010
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Description 1 online resource
Series Challenges and advances in computational chemistry and physics ; v. 8
Challenges and advances in computational chemistry and physics ; v. 8
Contents Preface; Contents; Part I Theory of QSAR; 1 Quantitative Structure -- Activity Relationships (QSARs) -- Applications and Methodology; 2 The Use of Quantum Mechanics Derived Descriptors in Computational Toxicology; 3 Molecular Descriptors; 4 3D-QSAR -- Applications, Recent Advances, and Limitations; 5 Virtual Screening and Molecular Design Based on Hierarchical QSAR Technology; 6 Robust Methods in QSAR; 7 Chemical Category Formation and Read-Across for the Prediction of Toxicity; Part II Practical Application; 8 QSAR in Chromatography: Quantitative Structure -- Retention Relationships (QSRRs)
9 The Use of QSAR and Computational Methods in Drug Design10 In Silico Approaches for Predicting ADME Properties; 11 Prediction of Harmful Human Health Effects of Chemicals from Structure; 12 Chemometric Methods and Theoretical Molecular Descriptors in Predictive QSAR Modeling of the Environmental Behavior of Organic Pollutants; 13 The Role of QSAR Methodology in the Regulatory Assessment of Chemicals; 14 Nanomaterials -- the Next Great Challenge for QSAR Modelers; Appendix A; Index
Summary Presents an interdisciplinary overview on various developments in QSAR studies. This book outlines the theoretical framework together with practical applications. It is suitable for scientists focussed on developing new methodologies as well as researchers engaged in trying to solve specific problems via QSAR
Bibliography Includes bibliographical references and index
Notes Print version record
In Springer eBooks
Subject QSAR (Biochemistry)
Chimie.
Science des matériaux.
QSAR (Biochemistry)
Form Electronic book
Author Puzyn, Tomasz
Leszczynski, Jerzy, 1949-
Cronin, Mark T. D
ISBN 9781402097836
1402097832
1402097824
9781402097829