Open AccessBook
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.read more
Citations
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Journal ArticleDOI
Fluid discrimination based on rock physics templates
Qian Liu,Xingyao Yin,Chao Li +2 more
TL;DR: In this paper, the authors proposed an alternative strategy for the combination of fluid indicators, the rock physics template-based indicator (RPTI) has been derived to combine the advantages of two single indicators.
Journal ArticleDOI
Prediction of porosity and gas saturation for deep-buried sandstone reservoirs from seismic data using an improved rock-physics model
TL;DR: Based on the mineral component and pore structure analysis of studied rocks, this paper proposed an improved rock-physics model by introducing a third feldspar-related pore for deep-buried sandstone reservoirs to the traditional Xu-White model.
Journal ArticleDOI
A Spatially Coupled Data-Driven Approach for Lithology/Fluid Prediction
TL;DR: A spatially coupled data-driven (convolutional neural network, CNN) approach for LFP from the poststack seismic data and well observations is proposed, which is more laterally continuous and geologically reliable than the LFP results of the point-by-point.
Journal ArticleDOI
Influence of bedding structure on stress-induced elastic wave anisotropy in tight sandstones
TL;DR: In this article, three triaxial experiments were performed on sandstone specimens with bedding orientations parallel, perpendicular, and oblique to the maximum principal stress, and the results showed that the elastic wave anisotropy is very sensitive to mechanical loading.
Journal ArticleDOI
Experimental Investigation on Static and Dynamic Bulk Moduli of Dry and Fluid-Saturated Porous Sandstones
TL;DR: In this paper, the authors examined the evolution of static and dynamic moduli for porous sandstone with increasing confining pressure up to about 190 MPa under dry and water-saturated conditions.
References
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Book
An introduction to the bootstrap
Bradley Efron,Robert Tibshirani +1 more
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
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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