Nanoinformatics: Principles and Practice
William Andrew Publishing
Will be published approx. on 1. January 2029
Book
Hardback
608 pages
978-1-4557-3163-3 (ISBN)
Description
There is a growing consensus that technically sound knowledge management and informatics tools must be developed and applied to provide a strong basis for the rational design of nanomaterials and products, prioritization of research, and assessment of risk across the nanoproduct lifecycle. For scientists in the field of nanotechnology, this book provides a guide to the principles and practice of informatics approaches, explains the benefits of good informatics practice in nanotechnology research, and summarizes resources currently available. For students and practitioners alike, this book introduces the special informatics needs in the growing field of nanotechnology.
Edited by experts in the field, four of whom made substantial contributions to the development of the Nanoinformatics 2020 Roadmap from the NSF (USA National Science Foundation), this is the first book-length study of the field of Nanoinformatics. In addition to informing current practitioners in both nanotechnology and informatics about current principles and practice, this book is designed to contribute to the accelerating rate and quality of nanotechnology discovery and applications.
Nanoinformatics presents some particular challenges. As a multidisciplinary field, nanotechnology has to bridge the terminology in use across disparate fields such as materials science, chemistry and drug design. In medical applications, both terminology and practice varies around the globe. In addition, at the nanoscale familiar distinctions such as the differentiation between a drug and a device become less clear. Similarly, applying the concept of positive controls to materials with a particle/chemical duality is not a straightforward extension of traditional biological test protocols. The authors of this book engage with these differences, and propose a methodical approach to nanoinformatics as essential for the rapid and efficient development of nanotechnology.
Because of the multidisciplinary challenge of nanotechnology and nanoinformatics, this guide will appeal to scientists, engineers R&D staff and clinicians across the following disciplines: biomedicine, nanotechnology regulation, environmental health and safety, occupational health and safety, computational nanotechnology and informatics, toxicology (eco and otherwise), industrial process design, patents and intellectual property, and legal requirements of nanotechnology.
Edited by experts in the field, four of whom made substantial contributions to the development of the Nanoinformatics 2020 Roadmap from the NSF (USA National Science Foundation), this is the first book-length study of the field of Nanoinformatics. In addition to informing current practitioners in both nanotechnology and informatics about current principles and practice, this book is designed to contribute to the accelerating rate and quality of nanotechnology discovery and applications.
Nanoinformatics presents some particular challenges. As a multidisciplinary field, nanotechnology has to bridge the terminology in use across disparate fields such as materials science, chemistry and drug design. In medical applications, both terminology and practice varies around the globe. In addition, at the nanoscale familiar distinctions such as the differentiation between a drug and a device become less clear. Similarly, applying the concept of positive controls to materials with a particle/chemical duality is not a straightforward extension of traditional biological test protocols. The authors of this book engage with these differences, and propose a methodical approach to nanoinformatics as essential for the rapid and efficient development of nanotechnology.
Because of the multidisciplinary challenge of nanotechnology and nanoinformatics, this guide will appeal to scientists, engineers R&D staff and clinicians across the following disciplines: biomedicine, nanotechnology regulation, environmental health and safety, occupational health and safety, computational nanotechnology and informatics, toxicology (eco and otherwise), industrial process design, patents and intellectual property, and legal requirements of nanotechnology.
More details
Series
Language
English
Place of publication
Norwich
United States
Target group
Professional and scholarly
Illustrations
Approx. 100 illustrations; Illustrations
Dimensions
Height: 235 mm
Width: 191 mm
ISBN-13
978-1-4557-3163-3 (9781455731633)
Copyright in bibliographic data is held by Nielsen Book Services Limited or its licensors: all rights reserved.
Schweitzer Classification
Content
PART I Introduction to Nanotechnology and Informatics 1. Objectives for Establishing a Nanoinformatics Program (review of types of applications) 2. Nanotechnology Issues for Informatics 3. Standards, Guidelines, Regulations (including MINchar, ISA-TAB-Nano, and protocols) 4. Life cycle of Development of for Nanoinformatics(including Best Practices from caBIG)
PART II Fundamentals of Nanotechnology for Developing Informatics Systems 5. Essential Elements of How Nanoparticles are Made 6. How to Measure Physico-chemical Properties 7. How to Measure Nanoparticles in vitro 8. How to Measure Nanoparticles in vivo
PART III Fundamentals of Informatics Systems Design and Operations 9. Informatics for Nanotechnologists 10. Domain Models 11. Taxonomy, Controlled Vocabularies and Ontologies
PART IV Analytics and Methods for Scientific Exploration and Discovery 12. Unsupervised Data Analysis 13. Generating Statistical Models from Data 14. Generating Mechanistic Models from Data 15. Quantitative Structure Activity Modeling
PART V Case Studies and Resources Appendix: Metathesaurus for Nanoinformatics (including multiplicity of definitions from NCI, ASTM, ISO, NPO, with pointers to chapters with terms) Appendix: Characteristics of Nanoparticles
PART II Fundamentals of Nanotechnology for Developing Informatics Systems 5. Essential Elements of How Nanoparticles are Made 6. How to Measure Physico-chemical Properties 7. How to Measure Nanoparticles in vitro 8. How to Measure Nanoparticles in vivo
PART III Fundamentals of Informatics Systems Design and Operations 9. Informatics for Nanotechnologists 10. Domain Models 11. Taxonomy, Controlled Vocabularies and Ontologies
PART IV Analytics and Methods for Scientific Exploration and Discovery 12. Unsupervised Data Analysis 13. Generating Statistical Models from Data 14. Generating Mechanistic Models from Data 15. Quantitative Structure Activity Modeling
PART V Case Studies and Resources Appendix: Metathesaurus for Nanoinformatics (including multiplicity of definitions from NCI, ASTM, ISO, NPO, with pointers to chapters with terms) Appendix: Characteristics of Nanoparticles