Machine Learning and Artificial Intelligence in Geosciences (Volume 61) (Advances in Geophysics, Volume 61) - Hardcover

Hardcover

ISBN 10: 0128216697 ISBN 13: 9780128216699

Verlag: Academic Press, 2020

Inhaltsangabe

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.

Über diesen Titel

Über die Autorinnen und Autoren

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.

Details zur Ausgabe

• Verlag: Academic Press
• Erscheinungsdatum: 2020
• Sprache: Englisch
• ISBN 10: 0128216697
• ISBN 13: 9780128216699
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 316
• Herausgeber: Moseley Benjamin, Krischer Lion
• Kontakt zum Hersteller: Academic Press; https://shop.elsevier.com/; ; 230 PARK AVENUE, SUITE 800; NY; NY; 10169; USA
• Verantwortliche Person: Zeitfracht Medien GmbH; produktsicherheit@zeitfracht.de; ; Ferdinand-Jühlke-Straße 7; Erfurt; 99095; Deutschland