Seismic Texture Classification Appendix 1 Generation Of Synthetic Seismograms PDF Download

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Machine Learning and Artificial Intelligence in Geosciences

Machine Learning and Artificial Intelligence in Geosciences
Author:
Publisher: Academic Press
Total Pages: 318
Release: 2020-09-22
Genre: Science
ISBN: 0128216840

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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


Full Seismic Waveform Modelling and Inversion

Full Seismic Waveform Modelling and Inversion
Author: Andreas Fichtner
Publisher: Springer Science & Business Media
Total Pages: 352
Release: 2010-11-16
Genre: Science
ISBN: 3642158072

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Recent progress in numerical methods and computer science allows us today to simulate the propagation of seismic waves through realistically heterogeneous Earth models with unprecedented accuracy. Full waveform tomography is a tomographic technique that takes advantage of numerical solutions of the elastic wave equation. The accuracy of the numerical solutions and the exploitation of complete waveform information result in tomographic images that are both more realistic and better resolved. This book develops and describes state of the art methodologies covering all aspects of full waveform tomography including methods for the numerical solution of the elastic wave equation, the adjoint method, the design of objective functionals and optimisation schemes. It provides a variety of case studies on all scales from local to global based on a large number of examples involving real data. It is a comprehensive reference on full waveform tomography for advanced students, researchers and professionals.


Government Reports Annual Index

Government Reports Annual Index
Author:
Publisher:
Total Pages: 900
Release: 1986
Genre: Government reports announcements & index
ISBN:

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Seismic Data Analysis

Seismic Data Analysis
Author: Özdoğan Yilmaz
Publisher: SEG Books
Total Pages: 2065
Release: 2001
Genre: Science
ISBN: 1560800941

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Expanding the author's original work on processing to include inversion and interpretation, and including developments in all aspects of conventional processing, this two-volume set is a comprehensive and complete coverage of the modern trends in the seismic industry - from time to depth, from 3D to 4D, from 4D to 4C, and from isotropy to anisotropy.