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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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Microstructures and physical properties in carbonate rocks: A comprehensive review

TL;DR: A review of the early and recent contributions in rock physics with emphasis on the recent studies on carbonate rocks from the Paris basin is presented in this paper, where the authors propose a review of this specialized literature.
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Estimation of gas-hydrate concentration and free-gas saturation at the Norwegian-Svalbard continental margin

TL;DR: In this paper, the authors estimate the concentration of gas hydrate and free gas at an area located to the north of the Knipovich Ridge (western Svalbard margin) using reflection tomography applied to multicomponent ocean-bottom seismometer data.
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Gas hydrate saturation at Site C0002, IODP Expeditions 314 and 315, in the Kumano Basin, Nankai trough

TL;DR: In this paper, the degree of gas hydrate saturation at Integrated Ocean Drilling Program (IODP) Site C0002 in the Kumano Basin, Nankai Trough, was estimated from logging-while-drilling logs and core samples obtained during IODP Expeditions 314 and 315.
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Investigation of pore-scale CaCO3 distributions and their effects on stiffness and permeability of sands treated by microbially induced carbonate precipitation (MICP)

TL;DR: In this article, the authors determined the dominant CaCO3 distributions in pore space and investigated the effects of these distributions on the small-strain stiffness (measured by S-and P-wave velocities) and permeability of MICP-treated sands.
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Cross-scale characterization of the elasticity of shales: Statistical nanoindentation and data analytics

TL;DR: In this paper, a statistical nanoindentation approach with pertinent viable data analytics was developed to probe the mechanical properties of shales across different length scales by segmentation at selected depths of a great number (e.g., >500) of continuous Young's modulus versus indentation depth curves obtained from unknown constituent phases.
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.
Book

Classical Electrodynamics

Book

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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