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The Rock Physics Handbook: Tools for Seismic Analysis of Porous Media

TLDR
In this article, the authors present basic tools for elasticity and Hooke's law, effective media, granular media, flow and diffusion, and fluid effects on wave propagation for wave propagation.
Abstract
Preface 1. Basic tools 2. Elasticity and Hooke's law 3. Seismic wave propagation 4. Effective media 5. Granular media 6. Fluid effects on wave propagation 7. Empirical relations 8. Flow and diffusion 9. Electrical properties Appendices.

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Delineation of gas hydrate reservoirs in the Ulleung Basin using unsupervised multi-attribute clustering without well log data

TL;DR: In this article, the authors used the root-mean-square (RMS) velocity to estimate the low-frequency impedance variations from RMS velocity by the product of the interval velocity calculated by the Dix equation and the bulk density from this interval velocity, which was integrated with the seismic frequency information obtained from a reflectivity series by sparse-spike impedance inversion.
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3D seismic modeling in geothermal reservoirs with a distribution of steam patch sizes, permeabilities and saturations, including ductility of the rock frame

TL;DR: In this article, the effects of porosity, partial saturation, varying porosity and mineral composition on the seismic properties are described by a generalization of the White mesoscopic-loss model to the case of a distribution of heterogeneities of those properties.
Journal ArticleDOI

Modeling elastic properties and assessing uncertainty of fracture parameters in the Middle Bakken Siltstone

TL;DR: In this article, a statistical rock-physics technique, based on well data that provides estimates and associated uncertainty of fracture density in the Middle Bakken Siltstone, is presented.
Journal ArticleDOI

Ultrasonic Spectral and Complexity Measurements on Brine and Oil Saturated Rocks

TL;DR: In this article, it was shown that signal attenuation is the most evident difference between water and oil saturated rock samples, as explained by the inertial component of the Biot's poroelastic theory, along with entropic analysis.
References
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Book

An introduction to the bootstrap

TL;DR: This article presents bootstrap methods for estimation, using simple arguments, with Minitab macros for implementing these methods, as well as some examples of how these methods could be used for estimation purposes.
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Classical Electrodynamics

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Pattern Recognition and Machine Learning

TL;DR: Probability Distributions, linear models for Regression, Linear Models for Classification, Neural Networks, Graphical Models, Mixture Models and EM, Sampling Methods, Continuous Latent Variables, Sequential Data are studied.
Book

Theory of elasticity

TL;DR: The theory of the slipline field is used in this article to solve the problem of stable and non-stressed problems in plane strains in a plane-strain scenario.
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