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Table of contents (7 chapters)
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Front Matter
About this book
Applications of data-driven modelling are of interest to the industry and to experts dealing with geohazards and risk mitigation. Explanation of the sedimentary basin evolution complicated by deformations due to salt tectonics can help in oil and gas exploration; better understanding of the stress-strain evolution in the past and stress localization in the present can provide an insight into large earthquake preparation processes; volcanic lava flow assessments can advise on risk mitigation in the populated areas. The book is an essential tool for advanced courses on data assimilation and numerical modelling in geodynamics.
Authors and Affiliations
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Institute of Applied Geosciences, Karlsruhe Institute of Technology, Karlsruhe, Germany
Alik Ismail-Zadeh
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Russ. Academy of Sciences, Inst of Mathematics and Mechanics, Yekaterinburg, Russia
Alexander Korotkii
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Institute of Mathematics and Mechanics, Russian Academy of Sciences, Yekaterinburg, Russia
Igor Tsepelev
About the authors
Alexander Korotkii is Head of the Department of Applied Problems of the Institute of Mathematics and Mechanics, Russian Academy of Sciences at Yekaterinburg, Russia. He graduated from Ural State University (mathematics and mechanics) and received his PhD and Doctor of Science degrees (in mathematics) from RusAS. He is also Professor in Mathematics at the Chair of Numerical Mathematics of the Ural Federal University and teach on computational methods and mathematical modeling. His scientific interests cover studies of partial differential equations, optimal control theory, systems of distributed parameters with uncertainties and conflicts, direct and inverse problems in fluid dynamics. He is an author and co-author of 80 research papers.
Igor Tsepelev is a Senior Scientist of the Department of Applied Problems of the Institute of Mathematics and Mechanics, RusAS at Yekaterinburg, Russia. He graduated from the Ural State University (mathematics and mechanics) and received his PhD in mathematics (differential equations and inverse problems) from RusAS. His scientific interests cover studies of inverse ill-posed problems, development of numerical methods for solving systems of partial differential equations and algorithms for parallel computing, and mathematical and numerical modeling in geophysics. He is an author and co-author of more than 50 research papers.
Bibliographic Information
Book Title: Data-Driven Numerical Modelling in Geodynamics: Methods and Applications
Authors: Alik Ismail-Zadeh, Alexander Korotkii, Igor Tsepelev
Series Title: SpringerBriefs in Earth Sciences
DOI: https://doi.org/10.1007/978-3-319-27801-8
Publisher: Springer Cham
eBook Packages: Earth and Environmental Science, Earth and Environmental Science (R0)
Copyright Information: The Author(s) 2016
Softcover ISBN: 978-3-319-27800-1Published: 27 May 2016
eBook ISBN: 978-3-319-27801-8Published: 17 May 2016
Series ISSN: 2191-5369
Series E-ISSN: 2191-5377
Edition Number: 1
Number of Pages: X, 105
Number of Illustrations: 10 b/w illustrations, 15 illustrations in colour
Topics: Geophysics/Geodesy, Fossil Fuels (incl. Carbon Capture), Natural Hazards, Numerical Analysis