Machine learning methods in geoscience
Auteur :
Schuster, Gerard
Éditeur :
Society of Exploration Geophysicists
ISBN :
9781560804031
Date de publication :
30 déc. 2024
Dimensions :
27,9 x 21,6 cm
Langue :
Anglais
Pays d'origine :
Grande Bretagne
Discover how machine learning transforms geoscience challenges by employing neural networks, fuzzy clustering, Bayesian inversion, and PCA. The text demystifies methods used on seismic, geochemical, and earthquake data, pairing mathematical fundamentals with hands-on MATLAB exercises that highlight real-world applications.