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Author:   Michael S. Zhdanov
Publisher:   Springer Verlag, Singapore
Imprint:   Springer Verlag, Singapore
Edition:   1st ed. 2023
Weight:   0.817kg
ISBN:  

9789819967216

ISBN 10:   981996721
Pages:   369
Publication Date:   29 December 2023
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Manufactured on demand  
We will order this item for you from a manufactured on demand supplier.

Table of Contents

1. INTRODUCTION TO INVERSION THEORY 2. ELEMENTS OF PROBABILITY THEORY 3. VECTOR SPACES OF MODELS AND DATA 4. PRINCIPLES OF REGULARIZATION THEORY 5. LINEAR INVERSE PROBLEMS 6. PROBABILISTIC METHODS OF INVERSE PROBLEM SOLUTION 7. GRADIENT-TYPE METHODS OF NON-LINEAR INVERSION 8. JOINT INVERSION BASED ON ANALYTICAL AND STATISTICAL RELATIONSHIPS BETWEEN DIFFERENT PHYSICAL PROPERTIES 9. JOINT INVERSION BASED ON STRUCTURAL SIMILARITIES 10. JOINT FOCUSING INVERSION OF MULTIPHYSICS DATA 11. JOINT MINIMUM ENTROPY INVERSION 12. GRAMIAN METHOD OF GENERALIZED JOINT INVERSION 13. PROBABILISTIC APPROACH TO GRAMIAN INVERSION 14. SIMULTANEOUS PROCESSING AND FUSION OF MULTIPHYSICS DATA AND IMAGES 15. MACHINE LEARNING IN THE CONTEXT OF INVERSION THEORY 16. MACHINE LEARNING INVERSION OF MULTIPHYSICS DATA 17. MODELING AND INVERSION OF POTENTIAL FIELD DATA 18. CASE HISTORIES OF JOINT INVERSION OF GRAVITY AND MAGNETIC DATA

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Author Information

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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