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Statistical rock physics

Record Type:	Electronic resources : Monograph/item
Title/Author:	Statistical rock physics/ by Gabor Korvin.
Author:	Korvin, Gabor.
Published:	Cham :Springer Nature Switzerland : : 2024.,
Description:	xiii, 537 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Random functions and random fields, autocorrelation functions -- Coordination number of grains -- Entropy and rock physics -- Effective properties of rocks -- Markov random fields and random walks -- Thermodynamic algorithms.
Contained By:	Springer Nature eBook
Subject:	Rocks - Statistical methods. -
Online resource:	https://doi.org/10.1007/978-3-031-46700-4
ISBN:	9783031467004

Statistical rock physics
Korvin, Gabor.

Statistical rock physics[electronic resource] /by Gabor Korvin. - Cham :Springer Nature Switzerland :2024. - xiii, 537 p. :ill. (some col.), digital ;24 cm. - Earth and environmental sciences library,2730-6682. - Earth and environmental sciences library..

Random functions and random fields, autocorrelation functions -- Coordination number of grains -- Entropy and rock physics -- Effective properties of rocks -- Markov random fields and random walks -- Thermodynamic algorithms.

The book is the first systematic and comprehensive treatise of stochastic models and computational tools that have emerged in rock-physics in the last 20 years. The field of statistical rock-physics is a part of rock-physics (Petrophysics) Its concepts, methods and techniques are borrowed from stochastic geometry and statistical physics. This discipline describes the interior geometry of rocks; derives their effective physical properties based on their random composition and the random arrangement of their constituents; and builds models to simulate the past geological processes that had formed the rock. The aim of the book is to help the readers to understand the claims, techniques and published results of this new field and-most importantly-to teach them in order to creatively apply stochastic geometry and statistical physics in their own research tasks. For this purpose, the underlying mathematics will be discussed in all sections of the book; numerical solutions will be highlighted; a full set of references will be provided; and theory will go hand-in-hand with practical applications to hydraulic permeability, electric conduction, rock failure, NMR, mechanics of random grain packings, as well as the compaction of shale.

ISBN: 9783031467004

Standard No.: 10.1007/978-3-031-46700-4doiSubjects--Topical Terms:

3714951
Rocks
--Statistical methods.

LC Class. No.: QE431.2

Dewey Class. No.: 552

Statistical rock physics
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490 1 $a Earth and environmental sciences library, $x 2730-6682
505 0 $a Random functions and random fields, autocorrelation functions -- Coordination number of grains -- Entropy and rock physics -- Effective properties of rocks -- Markov random fields and random walks -- Thermodynamic algorithms.
520 $a The book is the first systematic and comprehensive treatise of stochastic models and computational tools that have emerged in rock-physics in the last 20 years. The field of statistical rock-physics is a part of rock-physics (Petrophysics) Its concepts, methods and techniques are borrowed from stochastic geometry and statistical physics. This discipline describes the interior geometry of rocks; derives their effective physical properties based on their random composition and the random arrangement of their constituents; and builds models to simulate the past geological processes that had formed the rock. The aim of the book is to help the readers to understand the claims, techniques and published results of this new field and-most importantly-to teach them in order to creatively apply stochastic geometry and statistical physics in their own research tasks. For this purpose, the underlying mathematics will be discussed in all sections of the book; numerical solutions will be highlighted; a full set of references will be provided; and theory will go hand-in-hand with practical applications to hydraulic permeability, electric conduction, rock failure, NMR, mechanics of random grain packings, as well as the compaction of shale.
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