Mechanisms of extensive fracture propagation post-coalescence: A machine learning assisted discovery

Jin, Yuteng; Misra, Siddharth; Rougier, Esteban

doi:10.1016/j.ymssp.2024.111401

Mechanisms of extensive fracture propagation post-coalescence: A machine learning assisted discovery

Journal Article · Wed May 01 00:00:00 EDT 2024 · Mechanical Systems and Signal Processing

DOI:https://doi.org/10.1016/j.ymssp.2024.111401· OSTI ID:2335940

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Sponsoring Organization:: USDOE Office of Science (SC), Basic Energy Sciences (BES)

Grant/Contract Number:: SC0020675

OSTI ID:: 2335940

Journal Information:: Mechanical Systems and Signal Processing, Journal Name: Mechanical Systems and Signal Processing Journal Issue: C Vol. 214; ISSN 0888-3270

Publisher:: ElsevierCopyright Statement

Country of Publication:: United Kingdom

Language:: English

References (15)

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Fourier amplitude sensitivity test applied to dynamic combined finite‐discrete element methods–based simulations Godinez, Humberto C.; Rougier, Esteban; Osthus, Dave International Journal for Numerical and Analytical Methods in Geomechanics, Vol. 43, Issue 1 https://doi.org/10.1002/nag.2852	journal	August 2018
Simulation of Fracture Coalescence in Granite via the Combined Finite–Discrete Element Method Euser, Bryan; Rougier, E.; Lei, Z. Rock Mechanics and Rock Engineering, Vol. 52, Issue 9 https://doi.org/10.1007/s00603-019-01773-0	journal	March 2019
HOSS: an implementation of the combined finite-discrete element method Knight, Earl E.; Rougier, Esteban; Lei, Zhou Computational Particle Mechanics, Vol. 7, Issue 5 https://doi.org/10.1007/s40571-020-00349-y	journal	July 2020
Crack coalescence in a rock-like material containing two cracks Wong, Robina H. C.; Chau, K. T. International Journal of Rock Mechanics and Mining Sciences, Vol. 35, Issue 2 https://doi.org/10.1016/S0148-9062(97)00303-3	journal	March 1998
Coalescence of multiple flaws in a rock-model material in uniaxial compression Sagong, M.; Bobet, A. International Journal of Rock Mechanics and Mining Sciences, Vol. 39, Issue 2 https://doi.org/10.1016/S1365-1609(02)00027-8	journal	February 2002
Numerical simulation of propagation and coalescence of flaws in rock materials under compressive loads using the extended non-ordinary state-based peridynamics Wang, Yunteng; Zhou, Xiaoping; Xu, Xiao Engineering Fracture Mechanics, Vol. 163 https://doi.org/10.1016/j.engfracmech.2016.06.013	journal	September 2016
Machine learning workflow to predict multi-target subsurface signals for the exploration of hydrocarbon and water Osogba, Oghenekaro; Misra, Siddharth; Xu, Chicheng Fuel, Vol. 278 https://doi.org/10.1016/j.fuel.2020.118357	journal	October 2020
Viscosity prediction using image processing and supervised learning Caponi, Matteo; Cox, Adam; Misra, Siddharth Fuel, Vol. 339 https://doi.org/10.1016/j.fuel.2022.127320	journal	May 2023
An experimental study on infrared radiation and acoustic emission characteristics during crack evolution process of loading rock Liu, Wei; Ma, Liqiang; Sun, Hai Infrared Physics & Technology, Vol. 118 https://doi.org/10.1016/j.infrared.2021.103864	journal	November 2021
Experimental investigation of progressive cracking processes in granite under uniaxial loading using digital imaging and AE techniques Zhou, Xiao-Ping; Zhang, Jian-Zhi; Qian, Qi-Hu Journal of Structural Geology, Vol. 126 https://doi.org/10.1016/j.jsg.2019.06.003	journal	September 2019
Experimental and numerical simulation study of crack coalescence modes and microcrack propagation law of fissured sandstone under uniaxial compression Wang, Yun-Qiang; Peng, Kang; Shang, Xue-Yi Theoretical and Applied Fracture Mechanics, Vol. 115 https://doi.org/10.1016/j.tafmec.2021.103060	journal	October 2021
Forecasting Catastrophic Rupture in Brittle Rocks Using Precursory AE Time Series Zhang, Jian‐Zhi; Zhou, Xiao‐Ping Journal of Geophysical Research: Solid Earth, Vol. 125, Issue 8 https://doi.org/10.1029/2019JB019276	journal	August 2020
Crack-induced acoustic emission and anisotropy variation of brittle rocks containing natural fractures Zhang, Guokai; Li, Haibo; Wang, Mingyang Journal of Geophysics and Engineering, Vol. 16, Issue 3 https://doi.org/10.1093/jge/gxz031	journal	May 2019
Causes of Rapid and Extensive Fracture Propagation After Fracture Coalescence Jin, Yuteng; Misra, Siddharth; Rougier, Esteban Day 3 Wed, October 04, 2023 https://doi.org/10.2118/216821-MS	conference	October 2023

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