Machine Learning and Artificial Intelligence in Geosciences 1

Data & IT

Machine Learning and Artificial Intelligence in Geosciences

Benjamin Moseley • Lion Krischer

Inbunden

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316 sidor
2020

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.

Författare: Benjamin Moseley, Lion Krischer
Format: Inbunden
ISBN: 9780128216699
Språk: Engelska
Antal sidor: 316
Utgivningsdatum: 2020-09-22
Förlag: Elsevier Science Publishing Co Inc