Machine learning methods for scientific data compression
Auteur :
Li, Xiao / Lee, Jaemoon / Banerjee, Tania / Zhu, Liangji / Gong, Qian / Klasky, Scott / Sengupta, Rahul / Rangarajan, Anand / Ranka, Sanjay
Éditeur :
Taylor & Francis Ltd
ISBN :
9781041229766
Date de publication :
27 nov. 2026
Dimensions :
23,4 x 15,6 cm
Langue :
Anglais
Pays d'origine :
Grande Bretagne
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.