Progress and Applications of Deep Learning in Vibrational Spectroscopy - Softcover

Mei, Congli; Jiang, Hui

Softcover

ISBN 10: 6208459753 ISBN 13: 9786208459758

Verlag: LAP LAMBERT Academic Publishing, 2025

Inhaltsangabe

Vibrational spectroscopy is a cornerstone in molecular analysis, offering detailed insights into chemical compositions and dynamics. Recent years have witnessed a paradigm shift with the integration of deep learning, which excels in automatically extracting intricate patterns from raw spectral data, bypassing traditional preprocessing steps. This synergy has significantly enhanced the precision and speed of applications ranging from material science to biomedical diagnostics. This book comprehensively explores the transformative impact of deep learning on vibrational spectroscopy modeling, emphasizing its superiority over traditional machine learning approaches. This book also provides an overview of the latest research and applications in vibrational spectroscopy over the past three years and offers insights into future directions for spectroscopic modeling in the face of big data challenges.

Über diesen Titel

Über die Autorin bzw. den Autor

Congli Mei is a full professor in Zhejiang University of Water Resources and Electric Power and holds a PhD in Control Science and Engineering from Zhejiang University. His area of research includes the study of soft sensor technology. He also lectures and supervises master degree students; and has to his credit several publications and awards.

Details zur Ausgabe

• Verlag: LAP LAMBERT Academic Publishing
• Erscheinungsdatum: 2025
• Sprache: Englisch
• ISBN 10: 6208459753
• ISBN 13: 9786208459758
• Einband: Taschenbuch
• Anzahl der Seiten: 248
• Kontakt zum Hersteller: preigu GmbH & Co. KG; mail@preigu.de; ; Lengericher Landstr. 19; Osnabrück; Niedersachsen; 49078; Deutschland