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This book presents the result of an innovative challenge, to create a systematic literature overview driven by machine-generated content. Questions and related keywords were prepared for the machine to query, discover, collate and structure by Artificial Intelligence (AI) clustering. The AI-based approach seemed especially suitable to provide an innovative perspective as the topics are indeed both complex, interdisciplinary and multidisciplinary, for example, climate, planetary and evolution sciences. Springer Nature has published much on these topics in its journals over the years, so the challenge was for the machine to identify the most relevant content and present it in a structured way that the reader would find useful. The automatically generated literature summaries in this book are intended as a springboard to further discoverability. They are particularly useful to readers with limited time, looking to learn more about the subject quickly and especially if they are new to the topics. Springer Nature seeks to support anyone who needs a fast and effective start in their content discovery journey, from the undergraduate student exploring interdisciplinary content to Master- or PhD-thesis developing research questions, to the practitioner seeking support materials, this book can serve as an inspiration, to name a few examples. It is important to us as a publisher to make the advances in technology easily accessible to our authors and find new ways of AI-based author services that allow human-machine interaction to generate readable, usable, collated, research content.
ISBN: 9789819971688
Sprache: Englisch
Seitenzahl: 174
Produktart: Gebunden
Herausgeber: Borah, Jyoti Prasad
Verlag: Springer Singapore
Veröffentlicht: 13.05.2026
Untertitel: A Machine-Generated Literature Overview
Schlagworte: Biocompatibility Bioimaging Drug targeting Magnetic cell separation Magnetic hyperthermia Magnetic imaging Magnetic nanoparticles Nanocarrier Spinel ferrite Superparamagnetism
Dr. Jyoti Prasad Borah is Associate Professor in the Department of Physics, NIT Nagaland. He has completed Ph.D. from Gauhati University, Assam. He has more than 80 publications in reputed journals. Apart from this, he is the author of six book chapters and Guest Editor of two international journals. Dr. Jyoti Prasad Borah has completed four externally funded research projects and two projects are ongoing. His research interests include ferrite-based nanoparticles and nanocomposite for magnetic hyperthermia application, rare earth free materials for permanent magnet applications of dilute magnetic semiconductors like oxide semiconductors, and carbon nanotube and ferrite nanoparticles for photocatalytic and biomedical application.