
Artificial Intelligence in Polymer Science and Nanotechnology
Autonomous Labs, Polymer Design, Materials Simulation
- English
- ePUB (mobile friendly)
- Available on iOS & Android
Artificial Intelligence in Polymer Science and Nanotechnology
Autonomous Labs, Polymer Design, Materials Simulation
About this book
Sophisticated technologies play a growing part in materials science. Artificial Intelligence in Polymer Science offers a comprehensive examination of the impact of artificial intelligence on polymer research and nanotechnology, encompassing AI-facilitated polymer synthesis and characterisation, as well as novel applications in drug delivery systems, nanomaterial design, and polymer informatics. This book provides insightful information on both present developments and potential future directions, with each chapter addressing subjects including AI-powered polymer sequence design, autonomous labs, and machine learning in material simulations. Professionals in the field will gain from pragmatic illustrations and innovative methodologies, rendering it a vital resource for researchers, engineers, and advanced scholars. This thorough understanding will transform the way AI integrates polymers and nanotechnology, spurring innovation and improving material propertiesâall of which will have a major impact on applications in the fields of healthcare, business, and the environment.
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Information
Table of contents
- Title Page
- Copyright
- Contents
- Frontmatter
- Contents
- List of contributing authors
- Chapter 1âNanotechnology innovation: AI-enhanced polymer drug delivery systems
- Chapter 2âMachine learning applications in material science: unveiling innovative solutions
- Chapter 3âMachine learning for material simulation: revolutionizing polymer science
- Chapter 4âThe autonomous revolution: role of AI in self-driving labs for materials sciences
- Chapter 5âAI-powered polymer sequence design: applications and innovations
- Chapter 6âExploring the relationship between structure and properties in polymer blends using deep learning techniques
- Chapter 7âPredicting polymer properties: machine learning insights from Polymer Genome
- Chapter 8âAI-driven development: innovating biomedical polymer materials
- Chapter 9âPredictive precision: AI-enhanced measurement of mechanical properties in nanostructured polymer composites
- Chapter 10âArtificial intelligence in polymer molding and extrusion
- Chapter 11âDiscovering new frontiers: material explorations with AI and polymers
- Chapter 12âAdvancing nanomaterial safety: AI in toxicity and environmental assessments
- Chapter 13âInnovative approaches in drug delivery systems (DDS) leveraging AI and advanced material characterization
- Chapter 14âRobotics innovations in nanotechnology: redefining polymer science with AI
- Index
- Index