From statistical physics to data-driven modelling: with applications to quantitative biology
Auteur :
Cocco, Simona / Monasson, Rémi / Zamponi, Francesco
Éditeur :
Oxford University Press
ISBN :
9780198864745
Date de publication :
9 sept. 2022
Dimensions :
24,2 x 17,5 x 1,4 cm
Poids :
526 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
Aimed at graduate students, this textbook examines the importance of data analysis to understanding biological, physical, and chemical systems, and outlines its practical applications at the intersection of probability theory, statistics, optimisation, statistical physics, inference, and machine learning.