Proceedings of the Third ICMDS'24: Machine Learning, Inverse Problems and Related Fields (Lecture Notes in Networks and Systems, Band 1466) - Softcover

 
9783031948015: Proceedings of the Third ICMDS'24: Machine Learning, Inverse Problems and Related Fields (Lecture Notes in Networks and Systems, Band 1466)
Softcover
ISBN 10: 3031948017 ISBN 13: 9783031948015
Verlag: Springer, 2025

Inhaltsangabe

This book offers innovative insights into the integration of machine learning and inverse problems, showcasing cutting-edge methodologies that enhance computational efficiency and accuracy. By leveraging artificial intelligence, optimization techniques, and high-performance computing, it addresses complex challenges across various scientific and industrial domains. The contributions featured in this book encompass theoretical advancements and practical applications, highlighting diverse topics such as data-driven approaches, uncertainty quantification, and algorithmic innovations. This interdisciplinary collection is designed for researchers, practitioners, and students interested in the transformative potential of informatics and computational sciences. By presenting meticulously reviewed papers from the Third International Conference on Mathematical and Computational Sciences (ICMDS 2024), this issue serves as a valuable resource for fostering further research and development, inspiring new approaches to solving pressing problems through advanced computational methods.

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Von der hinteren Coverseite

This book offers innovative insights into the integration of machine learning and inverse problems, showcasing cutting-edge methodologies that enhance computational efficiency and accuracy. By leveraging artificial intelligence, optimization techniques, and high-performance computing, it addresses complex challenges across various scientific and industrial domains. The contributions featured in this book encompass theoretical advancements and practical applications, highlighting diverse topics such as data-driven approaches, uncertainty quantification, and algorithmic innovations. This interdisciplinary collection is designed for researchers, practitioners, and students interested in the transformative potential of informatics and computational sciences. By presenting meticulously reviewed papers from the Third International Conference on Mathematical and Computational Sciences (ICMDS 2024), this issue serves as a valuable resource for fostering further research and development, inspiring new approaches to solving pressing problems through advanced computational methods.

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Verlag
Springer
Erscheinungsdatum
2025
Sprache
Englisch
ISBN 10 
3031948017
ISBN 13 
9783031948015
Einband
Taschenbuch
Anzahl der Seiten
260
Herausgeber
Laghrib Amine, Ghazdali Abdelghani
Kontakt zum Hersteller
ProductSafety@springernature.com
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