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Machine Learning and Artificial Intelligence in Geosciences - (Advances in Geophysics) (Hardcover)
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Highlights
- 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.
- 316 Pages
- Science, Earth Sciences
- Series Name: Advances in Geophysics
Description
Book 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.
Dimensions (Overall): 9.0 Inches (H) x 6.0 Inches (W) x .75 Inches (D)
Weight: 1.31 Pounds
Suggested Age: 22 Years and Up
Number of Pages: 316
Genre: Science
Sub-Genre: Earth Sciences
Series Title: Advances in Geophysics
Publisher: Academic Press
Theme: Geology
Format: Hardcover
Language: English
Street Date: September 22, 2020
TCIN: 1008294300
UPC: 9780128216699
Item Number (DPCI): 247-50-9287
Origin: Made in the USA or Imported
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Estimated ship dimensions: 0.75 inches length x 6 inches width x 9 inches height
Estimated ship weight: 1.31 pounds
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