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Матметоды и моделирование в геологических и горных науках

В разделе размещены материалы по математическим методам моделирования, обработке массивов данных (статистика, геостатистика), компьютерному моделированию в горно-геологической отрасли и компьютерным технологиям решения геологических задач, в т.ч. программные продукты для моделирования и руководства к ним.

Учебные планы, программы и нормативная документация дисциплин

Справочные материалы

Учебно-методические материалы

Программное обеспечение

Second Edition. — Springer, 2018. — 286 p. — (Springer Textbooks in Earth Sciences, Geography and Environment). — ISBN: 978-3-319-74789-7. This second edition is an intensively revised and updated version of the book MatLAB and Design Recipes for Earth Sciences. It aims to introduce students to the typical course followed by a data analysis project in earth sciences. A project...
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2nd edition. — Springer, 2023. — 541 p. — ISBN 978-3-030-92495-9. This second edition of Mathematical Geosciences book adds five new topics: Solution equations with uncertainty, which proposes two novel methods for solving nonlinear geodetic equations as stochastic variables when the parameters of these equations have uncertainty characterized by probability distribution. The...
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2nd Edition. — Springer, 2015. — 3170 p. — ISBN 978-3-642-54550-4. During the last three decades geosciences and geo-engineering were influenced by two essential scenarios: First, the technological progress has changed completely the observational and measurement techniques. Modern high speed computers and satellite based techniques are entering more and more all...
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Wiley Blackwell, 2021. — 259 p. — ISBN 9781119086185. Seismic reservoir characterization aims to build 3-dimensional models of rock and fluid properties, including elastic and petrophysical variables, to describe and monitor the state of the subsurface for hydrocarbon exploration and production and for CO₂ sequestration. Rock physics modeling and seismic wave propagation theory...
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Springer, 2024. — 323 p. — ISBN 978-981-19-6254-7. This textbook systematically introduces the theories, methods, and algorithms for geotechnical reliability analysis. There are a lot of illustrative examples in the textbook such that readers can easily grasp the concepts and theories related to geotechnical reliability analysis. A unique feature of the textbook is that...
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Wiley-Blackwell, 2021. — 675 p. — ISBN 9781119163121. Over the past decades, geological survey organizations have digitized their data handling and holdings, unlocking vast amounts of data and information for computer processing. They have undertaken 3-D modeling alongside, and in some cases instead of, conventional geological mapping and begun delivering both data and...
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Wiley-Blackwell, 2021. — 675 p. — ISBN 9781119163121. Over the past decades, geological survey organizations have digitized their data handling and holdings, unlocking vast amounts of data and information for computer processing. They have undertaken 3-D modeling alongside, and in some cases instead of, conventional geological mapping and begun delivering both data and...
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Springer, 2021. — 342 p. — ISBN 978-3-030-69362-6. The last few years have witnessed a surge in the development and usage of discretization methods supporting general meshes in geoscience applications. The need for general polyhedral meshes in this context can arise in several situations, including the modelling of petroleum reservoirs and basins, and nuclear storage sites,...
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6th Edition. — Springer, 2025. — 579 p. — (Springer Textbooks in Earth Sciences, Geography and Environment). — ISBN 978-3-031-57949-3. MatLAB is used in a wide range of geoscientific applications, such as for image processing in remote sensing, for generating and processing digital elevation models, and for analyzing time series. This book introduces methods of data analysis in...
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