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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Evolution of fracture and fault-controlled fluid pathways in carbonates of the Albanides fold-thrust belt
TL;DR: In this article, the authors identify fracture and fault formation in carbonates of the Albanides fold-thrust belt using hierarchical development of structural elements from hand sample, outcrop, and geologic-map scales.
Journal ArticleDOI
Image-based velocity estimation of rock using Convolutional Neural Networks.
TL;DR: The estimated properties, in comparison with the computational results, indicate that CNNs perform outstandingly in predicting the physical parameters of rock without conducting any time-demanding forward modeling if enough input data are provided.
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Stress sensitivity of elastic moduli and electrical resistivity in porous rocks
Axel Kaselow,Serge A. Shapiro +1 more
TL;DR: In this article, stress dependences of elastic moduli and velocities for anisotropic rocks and electrical resistivity are derived as functions of pore space deformation due to an applied arbitrary load.
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Effects of alloying elements on elastic properties of Ni by first-principles calculations
TL;DR: In this article, the effects of alloying elements (Al, Co, Cr, Cu, Fe, Hf, Mo, Nb, Pt, Re, Ta, Ti, W, Y and Zr) on the elastic constants (cijs) of Ni have been investigated using first-principles calculations within the generalized gradient approximation.
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Quantitative geophysical pore-type characterization and its geological implication in carbonate reservoirs
TL;DR: In this article, the pore-type inversion result from well log data fits well with pore geometry revealed by a FMI log and core information, suggesting the potential of this rock physics scheme to characterize the porosity heterogeneity in carbonate reservoirs.
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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A variational approach to the theory of the elastic behaviour of multiphase materials
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