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  6. Machine Learning Methods for Scientific Data Compression

Machine Learning Methods for Scientific Data Compression

(Bog, Hardback, Engelsk)
Forfattere: Xiao Li, Jaemoon Lee, Tania (Prof Banerjee, Liangji Zhu, Qian Gong, Scott (ORNL Klasky, Rahul Sengupta, Anand (Prof Rangarajan, Sanjay (University of Florida Ranka
Forlag: Taylor & Francis Ltd

Forventes på lager: 25-11-2026

Levering: Kan forudbestilles (Forventes d. 25-11-2026)

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Beskrivelse

This groundbreaking book delivers an essential exploration into the rapidly evolving field of data reduction for scientific applications. It introduces novel machine learning approaches that are all designed to achieve unprecedented compression ratios while rigorously guaranteeing the accuracy of both primary data and quantities of interest.

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Alle detaljer

Forlag Taylor & Francis Ltd
Forfattere Xiao Li, Jaemoon Lee, Tania (Prof Banerjee, Liangji Zhu, Qian Gong, Scott (ORNL Klasky, Rahul Sengupta, Anand (Prof Rangarajan, Sanjay (University of Florida Ranka
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 25-11-2026
Første udgivelsesår 2026
Illustrationer 12 Tables, black and white; 67 Halftones, color; 67 Illustrations, color
Originalsprog United Kingdom
Sideantal 208
Indbinding Hardback
Forlag Taylor & Francis Ltd
Sideoplysninger 208 pages, 12 Tables, black and white; 67 Halftones, color; 67 Illustrations, color
Mål 234 x 156
ISBN-13 / EAN-13 9781041229766