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An Introduction To Chemoinformatics [electronic resource] /by Andrew R. Leach, Valerie J. Gillet.

by Leach, Andrew R [author.]; Gillet, Valerie J [author.]; SpringerLink (Online service).
Material type: materialTypeLabelBookPublisher: Dordrecht : Springer Netherlands, 2007.Description: XV, 255 p. online resource.ISBN: 9781402062919.Subject(s): Chemistry | Pharmacy | Chemistry | Theoretical and Computational Chemistry | Computer Applications in Chemistry | PharmacyDDC classification: 541.2 Online resources: Click here to access online
Contents:
Representation And Manipulation Of 2D Molecular Structures -- Representation And Manipulation Of 3d Molecular Structures -- Molecular Descriptors -- Computational Models -- Similarity Methods -- Selecting Diverse Sets Of Compounds -- Analysis Of High-Throughput Screening Data -- Virtual Screening -- Combinatorial Chemistry And Library Design.
In: Springer eBooksSummary: Chemoinformatics draws upon techniques from many disciplines including computer science, mathematics, computational chemistry and data visualisation to tackle these problems. This, the first text written specifically for this field, aims to provide an introduction to the major techniques of chemoinformatics. The first part of the book deals with the representation of 2D and 3D molecular structures, the calculation of molecular descriptors and the construction of mathematical models. The second part describes other important topics including molecular similarity and diversity, the analysis of large data sets, virtual screening, and library design. Simple illustrative examples are used throughout to illustrate key concepts, supplemented with case studies from the literature. The book is aimed at graduate students, final-year undergraduates, and professional scientists. No prior knowledge is assumed other than a familiarity with chemistry and some basic mathematical concepts.
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Representation And Manipulation Of 2D Molecular Structures -- Representation And Manipulation Of 3d Molecular Structures -- Molecular Descriptors -- Computational Models -- Similarity Methods -- Selecting Diverse Sets Of Compounds -- Analysis Of High-Throughput Screening Data -- Virtual Screening -- Combinatorial Chemistry And Library Design.

Chemoinformatics draws upon techniques from many disciplines including computer science, mathematics, computational chemistry and data visualisation to tackle these problems. This, the first text written specifically for this field, aims to provide an introduction to the major techniques of chemoinformatics. The first part of the book deals with the representation of 2D and 3D molecular structures, the calculation of molecular descriptors and the construction of mathematical models. The second part describes other important topics including molecular similarity and diversity, the analysis of large data sets, virtual screening, and library design. Simple illustrative examples are used throughout to illustrate key concepts, supplemented with case studies from the literature. The book is aimed at graduate students, final-year undergraduates, and professional scientists. No prior knowledge is assumed other than a familiarity with chemistry and some basic mathematical concepts.

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