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Advanced Methods of Joint Inversion and Fusion of Multiphysics Data (Advances in Geological Science) by Michael S. Zhdanov

Advanced Methods of Joint Inversion and Fusion of Multiphysics Data (Advances in Geological Science)

by Michael S. Zhdanov
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Book cover type: Paperback
  • ISBN13: 9789819967247
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 388
  • Original Price: EUR 49.99
  • Language: English
  • Edition: N/A
  • Item Weight: 655 grams
  • BISAC Subject(s): Physics / Geophysics

Introduction to inversion theory.- Elements of probability theory.- Vector spaces of models and data.- Principles of regularization theory.- Linear inverse problems.- Probabilistic methods of inverse problem solution.- Gradient-type methods of non-linear inversion.- Joint inversion based on analytical and statistical relationships between different physical properties.- Joint inversion based on structural similarities.- Joint focusing inversion of multiphysics data.- Joint minimum entropy inversion.- Gramian method of generalized joint inversion.- Probabilistic approach to gramian inversion.- Simultaneous processing and fusion of multiphysics data and images.- Machine learning in the context of inversion theory.- Machine learning inversion of multiphysics data.- Modeling and inversion of potential field data.- Case histories of joint inversion of gravity and magnetic data. 

Dr. Michael Zhdanov is a distinguished professor in the Department of Geology and Geophysics at the University of Utah in Salt Lake City, USA, and the director of the Consortium for Electromagnetic Modeling and Inversion (CEMI). He is also the founder and CEO of TechnoImaging LLC. Dr. Zhdanov is a leading expert in the field of theoretical and applied geophysics and is the author of more than 300 papers, including more than 15 monographs published in English, Russian, and Chinese, and holds in excess of two dozen patents. Professor Zhdanov is a full member of the Russian Academy of Natural Sciences and a fellow of the Electromagnetics Academy, USA. He received one of the highest awards of the International Society of Exploration Geophysicists, an honorary membership award, in recognition of his distinguished contributions to exploration geophysics and to the advancement of the profession.

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