Machine Learning and Artificial Intelligence in Geosciences

318 Seiten, Hardcover

Kurzbeschreibung des Verlags

Advances in Geophysics, Volume 61 - Machine Learning and Artificial Intelligence in Geosciences, the latest release in this highly-respected publication in the field of geophysics, contains new chapters on a variety of topics, including a historical review on the development of machine learning, machine learning to investigate fault rupture on various scales, a review on machine learning techniques to describe fractured media, signal augmentation to improve the generalization of deep neural networks, deep generator priors for Bayesian seismic inversion, as well as a review on homogenization for seismology, and more.

• Reihe: Academic Press
• ISBN: 9780128216699
• Sprache: Englisch
• Erscheinungsdatum: 05.10.2020
• Größe: 229 x 152 mm
• Verlag: Elsevier Inc
• Herausgegeben von: Lion Krischer, Benjamin Moseley