Machine Learning and Artificial Intelligence in Geosciences: Volume 61

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.

• Format: Hardcover
• Language: English
• ISBN: 0128216697
• ISBN13: 9780128216699
• Release Date: October 2020
• Publisher: Academic Press
• Length: 316 Pages
• Weight: 1.31 lbs.
• Dimensions: 0.8" x 6.0" x 9.0"