Machine Learning in Geosciences - Couverture rigide

 
9780128216699: Machine Learning in Geosciences
Couverture rigide
ISBN 10 : 0128216697 ISBN 13 : 9780128216699
Editeur : Academic Press Inc, 2020

Synopsis

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.

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À propos des auteurs

Ben Moseley works at the Department of Computer Science at the University of Oxford and is currently researching the use of machine learning for seismic simulation and inversion, as well as machine learning for space science. Previously he was a geophysicist in the hydrocarbon industry, with experience in seismic processing, imaging and exploration

Lion Krischer works at the Department of Earth Sciences at the ETH Zurich in Switzerland. His works sits at the crossroads where seismology meets computational science, Big Data engineering, and machine learning.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Academic Press Inc
Date d'édition
2020
Langue
anglais
ISBN 10 
0128216697
ISBN 13 
9780128216699
Reliure
Relié
Nombre de pages
316
Éditeur
Moseley Benjamin, Krischer Lion
Coordonnées du fabricant
non disponible
Personne responsable
Yeepin GmbH
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