Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Machine learning assisted detection and localization of mechanical discontinuity

Journal Article · · International Journal of Fracture

Not provided.

Research Organization:
Texas A & M Univ., College Station, TX (United States). Texas A & M Engineering Experiment Station
Sponsoring Organization:
USDOE Office of Science (SC)
DOE Contract Number:
SC0020675
OSTI ID:
1976674
Journal Information:
International Journal of Fracture, Vol. 236, Issue 2; ISSN 0376-9429
Publisher:
Springer
Country of Publication:
United States
Language:
English

References (31)

Principal component analysis: Principal component analysis journal June 2010
Short term spectral analysis, synthesis, and modification by discrete Fourier transform journal June 1977
Algorithms and applications for approximate nonnegative matrix factorization journal September 2007
Random projection in dimensionality reduction: applications to image and text data conference January 2001
Relationships between compressional‐wave and shear‐wave velocities in clastic silicate rocks journal April 1985
Visualization of hydraulic fracture using physics-informed clustering to process ultrasonic shear waves journal January 2021
A Multilinear Singular Value Decomposition journal January 2000
Challenges and Limitations in the Identification of Acoustic Emission Signature of Damage Mechanisms in Composites Materials journal July 2018
Joint petrophysical inversion of multifrequency conductivity and permittivity logs derived from subsurface galvanic, induction, propagation, and dielectric dispersion measurements journal April 2018
Damage assessment for concrete structure using image processing techniques on acoustic borehole imagery journal October 2009
Imaging discontinuities on seismic sections journal March 1988
Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases journal August 2001
The singular value decomposition: Its computation and some applications journal April 1980
Relationships among compressional wave attenuation, porosity, clay content, and permeability in sandstones journal August 1990
Fracture characterization by fusion of geophysical and geomechanical data: a case study from the Asmari reservoir, the Central Zagros fold-thrust belt journal January 2015
Learning the parts of objects by non-negative matrix factorization journal October 1999
Discontinuity detection ahead of a tunnel face utilizing ultrasonic reflection: Laboratory scale application journal March 2009
A generalized machine learning workflow to visualize mechanical discontinuity journal March 2022
Experimental Validation of k-Wave: Nonlinear Wave Propagation in Layered, Absorbing Fluid Media journal January 2020
Machine learning workflow to predict multi-target subsurface signals for the exploration of hydrocarbon and water journal October 2020
Controlling Subsurface Fractures and Fluid Flow: A Basic Research Agenda report May 2015
Positive matrix factorization: A non-negative factor model with optimal utilization of error estimates of data values journal June 1994
Fracture detection using conventional well logging in carbonate Matulla Formation, Geisum oil field, southern Gulf of Suez, Egypt journal April 2017
The discrete wavelet transform: wedding the a trous and Mallat algorithms journal January 1992
Dual-Energy CT-Scanning Applications in Rock Characterization conference September 2004
k-Wave: MATLAB toolbox for the simulation and reconstruction of photoacoustic wave fields journal January 2010
Modeling power law absorption and dispersion for acoustic propagation using the fractional Laplacian journal May 2010
Modeling nonlinear ultrasound propagation in heterogeneous media with power law absorption using a k-space pseudospectral method journal June 2012
Modelling elastic wave propagation using the k-Wave MATLAB Toolbox conference September 2014
Data Transmission by Frequency-Division Multiplexing Using the Discrete Fourier Transform journal October 1971
Intelligent Image Segmentation for Organic-Rich Shales Using Random Forest, Wavelet Transform, and Hessian Matrix journal July 2020

Similar Records

A generalized machine learning workflow to visualize mechanical discontinuity
Journal Article · 2021 · Journal of Petroleum Science and Engineering · OSTI ID:1977541

A generalized machine learning workflow to visualize mechanical discontinuity
Journal Article · 2022 · Journal of Petroleum Science and Engineering · OSTI ID:1836601

Mechanisms of extensive fracture propagation post-coalescence: A machine learning assisted discovery
Journal Article · 2024 · Mechanical Systems and Signal Processing · OSTI ID:2335940

Related Subjects