Name: Progress and Applications of Deep Learning in Vibrational Spectroscopy (en Inglés)
SKU: 66207639
Price: 105.55 USD
Availability: InStock
Author: Mei, Congli; Jiang, Hui

portada Progress and Applications of Deep Learning in Vibrational Spectroscopy (en Inglés)

Progress and Applications of Deep Learning in Vibrational Spectroscopy (en Inglés)

Formato

Libro Físico

Editorial

LAP Lambert Academic Publishing

Autor

Mei, Congli; Jiang, Hui

Idioma

Inglés

N° páginas

248

Encuadernación

Tapa Blanda

Dimensiones

22.9x15.2x1.4 cm

ISBN13

9786208459758

Progress and Applications of Deep Learning in Vibrational Spectroscopy (en Inglés)

Mei, Congli; Jiang, Hui (Autor) · LAP Lambert Academic Publishing · Tapa Blanda

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Reseña del libro "Progress and Applications of Deep Learning in Vibrational Spectroscopy (en Inglés)"

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.