QSPR/QSAR Analysis Using SMILES and Quasi-SMILES
Language: English
Published by Springer, 2023
- Hardcover
- New
Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH
AbeBooks seller since August 14, 2006
Condition: New
£ 237.25
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Add to basketItem description from seller
Druck auf Anfrage Neuware - Printed after ordering - This contributed volume overviews recently presented approaches for carrying out QSPR/QSAR analysis by using a simplifying molecular input-line entry system (SMILES) to represent the molecular structure.In contrast to traditional SMILES, quasi-SMILES is a sequence of special symbols-codes that reflect molecular features and codes of experimental conditions. SMILES and quasi-SMILES serve as a basis to develop QSPR/QSAR as well Nano-QSPR/QSAR via the Monte Carlo calculation that provides the so-called optimal descriptors for QSPR/QSAR models. The book presents a reliable technology for developing Nano-QSPR/QSAR while it also includes the description of the algorithms of the Monte Carlo optimization. It discusses the theory and practice of the technique of variational authodecoders (VAEs) based on SMILES and analyses in detail the index of ideality of correlation (IIC) and the correlation intensity index (CII) which are new criteria for the predictive potential of the model. The mathematical apparatus used is simple so that students of relevant specializations can easily follow.This volumeis a valuable contribution to the field and will be of great interest todevelopers of models of physicochemical properties and biological activity,chemical technologists, and toxicologists involved in the area of drug design.…
Seller Inventory # 9783031284007
- Title
- QSPR/QSAR Analysis Using SMILES and Quasi-SMILES
- Author
- Andrey A. Toropov
- Publisher
- Springer
- Publication year
- 2023
- Condition
- Neu
- Binding
- Buch
- Language
- English
- ISBN 10
- 3031284003
- ISBN 13
- 9783031284007
- Item weight
- 893 grams
- Dimensions
- 241x160x32 mm
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