Machine Learning in Geosciences
Beroza, Gregory C. (CON); Capdeville, Yann (CON); Cupillard, Paul (CON); Demanet, Laurent (CON); Dramsch, Jesper Soren (CON)
Language: English
Published by Academic Press, 2020
- Hardcover
- New
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- Title
- Machine Learning in Geosciences
- Author
- Beroza, Gregory C. (CON); Capdeville, Yann (CON); Cupillard, Paul (CON); Demanet, Laurent (CON); Dramsch, Jesper Soren (CON)
- Publisher
- Academic Press
- Publication year
- 2020
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 0128216697
- ISBN 13
- 9780128216699
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.
- Provides high-level reviews of the latest innovations in geophysics
- Written by recognized experts in the field
- Presents an essential publication for researchers in all fields of geophysics
"Synopsis" may belong to another edition of this title.
About the Author
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.
"About the title" may belong to another edition of this title.
GreatBookPricesUK
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