Digital Technologies in Olfaction: Fundamentals to Applications

Digital Technologies in Olfaction: Fundamentals to Applications provides a comprehensive overview addressing how recent, digital, technological advances can be applied to olfaction. With an informatics approach into chemistry, the book introduces the extension of chemometrics in a modernized way such as deep learning and AI and applies it to machine olfaction.The book is systematically divided into three main sections: Odor sensing systems: Provides an overview for a variety of devices for odor sensing systems and addresses the concept of active sensing (sensing methodology) and its application to machine olfaction; Cheminformatics: Introduces chemometrics and the concept of odor space. This section also addresses odor reproduction and odor impression predictions; Olfactory displays: Addresses the applications of odor presentation and olfactory display. This section enables its readers to learn a modernized way of scent presentation.Digital Technologies in Olfaction: Fundamentals to Applications is a valuable resource for chemists and biologists who are interested in olfaction and artificial intelligence. Systematically presents up to date developments in olfaction for a chemistry audienceAddresses modernized chemometrics for olfactionPresents the digitization of olfaction and how this can be applied to sensing, cheminformatics and odor presentation INDICE: Part I Background1. Introduction to digital technologies in olfaction2. Physiology of olfactory sensePart II Odor sensing system3. Overview of olfactory sensors4. Quartz Crystal Microbalance sensors5. Odor biosensors6. Active odor sensing systemPart III Cheminformatics in machine olfaction7. Fundamentals of chemometrics techniques8. Concept of odor space9. Odor impression prediction using multi-dimensional data analysis10. Odor impression prediction using natural language processing11. Odor reproduction using odor components12. Odor reproduction based on several divergences13. Analysis for interference removal in odor reproductionPart IV Olfactory displays14. Fundamental techniques of olfactory displays15. Multicomponent olfactory displays16. Wearable olfactory displays17. Digital contents with scents18. VR environment with computational fluid dynamics19. Olfactory displays for teleolfaction20. Olfactory artPart IV Conclusions21. Conclusions22. Future of machine olfaction

• ISBN: 978-0-443-15721-9
• Editorial: Elsevier
• Encuadernacion: Rústica
• Páginas: 300
• Fecha Publicación: 01/01/2025
• Nº Volúmenes: 1
• Idioma: Inglés