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Proceedings 56th US Rock Mechanics / Geomechanics Symposium最新文献

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Strength effects of microfracture on granular microstructures evaluated by FDEM direct numerical simulation 用FDEM直接数值模拟评价微断裂对颗粒组织强度的影响
Pub Date : 2022-06-29 DOI: 10.56952/arma-2022-2209
T. Hagengruber
We present results of an investigation into the mechanisms of damage in granular microstructures conducted through direct numerical simulation with the combined Finite-Discrete Element Method (FDEM). Scanning Electron Microscope (SEM) images of a pressed crystalline powder are directly meshed, resolving grain-grain interfaces. Semi-ductile microfracture is simulated by prescribing a combination of inter-granular brittle fracture and intra-granular grain plasticity. Pristine (undamaged) and damaged microstructures are simulated in uniaxial compression tests and compared to experimental uniaxial compression measurements from literature. The simulation results show that the observed microscale mechanisms of damage (microfracture predominantly around and sometimes through grains and crack associated pore-growth) can well explain degradation of strength observed in the laboratory measurements. A method of tracing grain boundaries from SEM images is described and applied to meshing of a microstructure damaged through cyclic thermal loading. By calibrating the simulations to the damaged and undamaged experimental measurements, micro-mechanical/structural insight is gained into the mechanisms of damage for the material. The results show that the SEM-based micro-characterization of damage can explain the degradation in effective strength observed in the testing and can be accurately modeled using the presented methods.
本文介绍了利用有限-离散单元法(FDEM)直接数值模拟研究颗粒微结构损伤机理的结果。压晶粉末的扫描电镜(SEM)图像是直接网格化的,可以分辨出晶粒之间的界面。采用晶间脆性断裂和晶内塑性相结合的方法模拟半韧性微断裂。在单轴压缩测试中模拟原始(未损坏)和损坏的微观结构,并与文献中的实验单轴压缩测量结果进行比较。模拟结果表明,观察到的微尺度损伤机制(微断裂主要围绕颗粒,有时穿过颗粒和裂纹相关的孔隙生长)可以很好地解释实验室测量中观察到的强度退化。描述了一种从扫描电镜图像中追踪晶界的方法,并将其应用于循环热载荷损伤的微观结构的网格划分。通过将模拟与损伤和未损伤的实验测量结果进行校准,可以获得材料损伤机制的微观力学/结构洞察力。结果表明,基于扫描电镜的损伤微观表征可以解释试验中观察到的有效强度退化,并且可以使用所提出的方法准确地建模。
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引用次数: 0
On averaging of toughness heterogeneity when modelling hydraulic fracture evolution 水力裂缝演化建模中韧性非均质化的研究
Pub Date : 2022-06-26 DOI: 10.56952/arma-2022-0262
M. Dutko, G. da Fies, D. Peck, Gennady Mishuris
In this paper we describe various approaches used to capture heterogeneity within the reservoir undergoing hydraulic fracturing treatment and their implication on modelling of fracture propagation. In highly laminated reservoirs with soft and/or weak layers, capturing heterogeneity at an appropriate resolution is the key for successful prediction fracture growth and other crucial treatment parameters. Our focus is on studying several strategies to average fracture toughness and assess their suitability for use in advanced computational methods such as FE/BEM. In practice the well log and petrophysical data deduced from various measurements and observations are upscaled and/or homogenized to the spatial approximation size. The fracture toughness is one of the most delicate physical parameters and application of the homogenization techniques are rather uncertain, hence any proposed averaging will depend on process conditions and the toughness distribution. We propose and analyse a notion of an average toughness and show that it is a process dependent variable and provide some recommendations how to implement the defined measure into the numerical modelling. As an example, we use periodic distributions and consider model without leak off that allows us straightforward handling different regimes (toughness/viscosity).
在本文中,我们描述了用于捕获水力压裂处理的储层非均质性的各种方法及其对裂缝扩展建模的意义。在具有柔软和/或薄弱层的高层状油藏中,以适当的分辨率捕获非均质性是成功预测裂缝生长和其他关键处理参数的关键。我们的重点是研究几种平均断裂韧性的策略,并评估它们在先进计算方法(如有限元/边界元法)中的适用性。在实践中,从各种测量和观察中推断出的测井和岩石物理数据被放大和/或均匀化到空间近似尺寸。断裂韧性是最微妙的物理参数之一,均匀化技术的应用具有很大的不确定性,因此任何建议的平均将取决于工艺条件和韧性分布。我们提出并分析了平均韧性的概念,并表明它是一个过程相关变量,并提供了一些如何将定义的测量实现到数值模拟中的建议。例如,我们使用周期性分布并考虑无泄漏模型,这使得我们可以直接处理不同的制度(韧性/粘度)。
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引用次数: 1
A Comprehensive Constitutive Model Solver 一个综合的本构模型求解器
Pub Date : 2022-06-26 DOI: 10.56952/arma-2022-0038
J. Chieslar
The object-oriented software concept is applied to material mechanics calculations. The result is a comprehensive predictor-corrector which has been employed to solve virtually all of the constitutive exercises in a mature, general-purpose, finite element program. In addition to updating internal variables consistent with global inputs (corrector), the software also produces consistent material tangents (corrector), without resort to formulae. Coupled mechanical-thermal-porous flow problems are addressed as well as compound mechanical responses: creep-plasticity, creep-damage, etc. Material and spatial coordinate transformations are incorporated as well as transformation to and from local material axes. Internal calculations may be undertaken in either spatial or material coordinates, depending upon the native definition. Even viscoelasticity and hyper-viscoelasticity, via Prony series, are efficiently handled by the sparse solver. A tool to exercise any material model, simulating global inputs, is incorporated. Historical plots may be produced and inputs may be cyclical or otherwise simulate complex histories. This is accomplished by using PostScript operators.
将面向对象的软件概念应用于材料力学计算。结果是一个全面的预测校正器,它已被用来解决几乎所有的本构练习在一个成熟的,通用的,有限元程序。除了更新与全局输入(校正器)一致的内部变量外,该软件还产生一致的物质切线(校正器),而无需诉诸公式。讨论了力学-热-多孔耦合流动问题以及复合力学响应:蠕变-塑性、蠕变-损伤等。材料和空间坐标的转换,以及转换到和从本地材料轴。内部计算可以在空间坐标或材料坐标中进行,这取决于本地定义。稀疏求解器通过proony级数有效地处理了偶粘弹性和超粘弹性问题。一个工具,以行使任何材料模型,模拟全球输入,被纳入。可以生成历史图,输入可能是周期性的或以其他方式模拟复杂的历史。这是通过使用PostScript操作符实现的。
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引用次数: 0
Experimental Determination of Poroelastic Properties of Utah FORGE Rocks 犹他州FORGE岩石孔隙弹性特性的实验测定
Pub Date : 2022-06-26 DOI: 10.56952/arma-2022-0526
Xuejun Zhou, A. Ghassemi
In this paper we present the results of a laboratory experimental study to measure the poroelastic properties of Utah FORGE reservoir rock. The target formations are granite and granodioritic rocks of low permeability so that the determination of their poroelastic properties is particularly challenging. In this work, we present the measurements of the Biot’s effective coefficient α and the Skempton’s B. The measurements on α are made by using strain gauges by following two different approaches: (1) α =1-K/Ks, K is the drained bulk modulus and Ks the grain bulk modulus; (2) α =-K/H, in which H is the so-called poroelastic expansion coefficient. These approaches yield two sets of data which can be compared. The Skempton’s B measurement is based on the equation α=dPp/dPc(undrained condition), i.e., the ratio between pore pressure change and confining pressure change under an undrained condition, and distilled water is used as the pore fluid. The test results show that both the Biot’s coefficient and Skempton’s B are all stress dependent and decrease with the increase of the effective stress. Furthermore, we observe that the Biot’s coefficient falls in the range of [0.5, 1) rather than [0, 1) for many different types of rock, including the rock samples in this research.
本文介绍了测量犹他福奇储层岩石孔隙弹性特性的室内实验研究结果。目标地层是低渗透率的花岗岩和花岗闪长岩,因此确定它们的孔隙弹性性质特别具有挑战性。本文介绍了Biot有效系数α和Skempton有效系数b的测量方法。α的测量方法采用应变计,采用两种不同的方法:(1)α =1-K/Ks, K为排水体模量,Ks为颗粒体模量;(2) α =-K/H,其中H为所谓孔隙弹性膨胀系数。这些方法产生两组可以比较的数据。Skempton’s B测量公式为α=dPp/dPc(不排水条件),即不排水条件下孔隙压力变化与围压变化之比,孔隙流体采用蒸馏水。试验结果表明,Biot’s系数和Skempton’s B均与应力相关,且随有效应力的增大而减小。此外,我们观察到,对于许多不同类型的岩石,包括本研究的岩石样本,Biot系数落在[0.5,1]而不是[0,1]的范围内。
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引用次数: 1
Prediction Method of Cutting Settling Velocity in Gas-liquid Two-phase Flow Based on Multi-gene Genetic Programming 基于多基因遗传规划的气液两相流切削沉降速度预测方法
Pub Date : 2022-06-26 DOI: 10.56952/arma-2022-0439
Zhaopeng Zhu, Xianzhi Song, Liang Han, Rui Zhang, W. Liu, Jiasheng Fu, Xiaoli Hu, Dayu Li, Furong Qin, Donghan Yang
The cuttings settling process becomes erratic in the complex gas-liquid mixture under gas kick, it is very difficult to accurately describe the migration process of cuttings. Meanwhile, the traditional empirical formula based on fitting experimental data is difficult to accurately predict the complex cuttings settlement. Neural network and other intelligent models with high prediction accuracy are difficult to be popularized and applied due to their black box properties. Multi-gene genetic programming can accurately describe complex nonlinear problems and automatically optimize the structure and parameters of the mathematical model, so as to effectively reduce the complexity of the model. Based on the multi-gene genetic programming algorithm, this study used a variety of input parameters to predict the settling velocity, explored the relationship between the input variables and the result, and established an explicit mathematical model of settling velocity with RMSE of 0.0896 in test set and R2 of 0.9292, which breaks the accuracy limits of traditional empirical model and the inexplicability of neural network model. This new method for predicting cuttings settling velocity in gas-liquid mixture can provide theoretical guidance for efficient cuttings migration in wellbore during gas kick.
在气涌作用下的复杂气液混合物中,岩屑沉降过程变得不稳定,很难准确描述岩屑的运移过程。同时,基于拟合实验数据的传统经验公式难以准确预测复杂岩屑沉降。神经网络等具有较高预测精度的智能模型由于其黑箱特性而难以推广应用。多基因遗传规划可以准确地描述复杂的非线性问题,并自动优化数学模型的结构和参数,从而有效地降低模型的复杂性。本研究基于多基因遗传规划算法,利用多种输入参数预测沉降速度,探索输入变量与结果之间的关系,建立了显式沉降速度数学模型,测试集中RMSE为0.0896,R2为0.9292,突破了传统经验模型的精度限制和神经网络模型的难以解释性。这种预测气液混合物中岩屑沉降速度的新方法可以为气涌过程中岩屑在井筒中的有效运移提供理论指导。
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引用次数: 0
Comparative study on enhanced oil recovery effect of amphiphilic nanomaterials - Experiment and mechanism Investigation 两亲性纳米材料提高采收率效果的对比研究——实验与机理研究
Pub Date : 2022-06-26 DOI: 10.56952/arma-2022-0178
Erdong Yao, Yuan Li, Bojun Li, Lianqi Sheng, Kun Zhang, Guolin Yu, Fu-jian Zhou
Due to the transcendental property of nanoparticle, nanoparticle fluid flooding becomes one of the enhanced oil recovery (EOR) technique, which had played a significant role in tight oil exploitation in the worldwide scale recent years. In particular, the amphiphilic nanomaterials can greatly increase the oil recovery.To provide some guidance in selecting nanomaterials for flooding, 3 kinds of amphiphilic nanomaterials, including silicon dioxide (SiO2), graphene oxide (GO) and molybdenum disulfide (MoS2), are chosen to serve as object of the study. In lab, the physical properties were systematically characterized and flooding was conducted. Further, the morphology character of nanomaterials was placed extra emphasis and the mechanisms of EOR were also studied. The purpose was to find the link between the morphology of nanomaterials and EOR. Flooding experiment revealed that MoS2 were able to enhance the oil recovery by approximately 11%, which were better that of the others. From the above, it can be inferred that spherical materials have a “point-to-surface” contact at multiphase interfaces, while sheet materials can achieve a “surface-to-surface” contact with a higher interfacial activity. In addition, the film-climbing characteristics of amphiphilic nanomaterials were found in the experiment, which may be one of the potential reasons for enhanced oil recovery.
由于纳米颗粒的超越性,纳米颗粒流体驱油技术成为提高采收率的技术之一,近年来在世界范围内致密油开发中发挥了重要作用。特别是两亲性纳米材料可以大大提高采收率。为了对驱油纳米材料的选择提供一定的指导,以二氧化硅(SiO2)、氧化石墨烯(GO)和二硫化钼(MoS2) 3种两亲性纳米材料为研究对象。在实验室中,系统地表征了其物理性质并进行了驱油。在此基础上,重点研究了纳米材料的形貌特征和提高采收率的机理。目的是寻找纳米材料的形貌与提高采收率之间的联系。驱油实验表明,二硫化钼可提高采收率约11%,优于其他驱油剂。由此可以推断,球形材料在多相界面处具有“点对面”接触,而片状材料可以实现“面对面”接触,界面活性更高。此外,实验还发现了两亲性纳米材料的爬膜特性,这可能是提高采收率的潜在原因之一。
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引用次数: 0
Stratigraphic Analysis of Microseismic Signatures during Hydraulic Stimulation 水力增产过程微震特征的地层分析
Pub Date : 2022-06-26 DOI: 10.56952/arma-2022-0549
N. Welch, M. Gross, Lianjie Huang, S. Glubokovskikh
This paper presents a novel workflow to enhance the interpretation of microseismic events by comparing the temporal evolution of the microseismic cloud between adjacent stages from two different wells stages. The stratigraphic properties of identified rock layers along with changes within the local stress field distribution were used to determine the propagation path and aperture of the hydraulic fracture. Hydraulic fractures however are largely aseismic, and thus identified microseismic signatures surrounding the hydraulic fracture may indicate important surrounding damage-zone fracture formation. A comparison of each microseismic event and towith the local rock stratigraphy of the loci determined certain regions where rock composition and larger formation layers influenced the moicroseismic signals of events. This analysis allowed for the classification of microseismic events by formation layers and can elicit different in-situ stress states during hydraulic stimulation. Principal Component Analysis of each formation microseismic cloud can quickly show dominating stresses in the microseismic signals. The changes in the microseismic cloud between the first and second stimulated and second wells during a zipper hydraulic fracture stimulations shows the significant changes in formation stress from one well to another in a multi-well system.
本文提出了一种新的工作流程,通过比较两个不同井段相邻段的微震云的时间演变,来增强对微震事件的解释。利用已识别岩层的地层性质以及局部应力场分布的变化,确定水力裂缝的扩展路径和孔径。然而,水力裂缝主要是地震性的,因此确定水力裂缝周围的微地震特征可以指示重要的周围损伤区裂缝形成。将每个微地震事件与该地点的当地岩石地层进行比较,确定了某些区域的岩石成分和较大的地层层影响事件的微地震信号。该分析允许按地层分层对微地震事件进行分类,并可以在水力增产过程中得出不同的地应力状态。对各地层微震云进行主成分分析,可以快速显示微震信号中的主导应力。在拉链式水力压裂增产过程中,第一口井、第二口井和第二口井之间的微震云变化表明,在多井系统中,每口井之间的地层应力都发生了显著变化。
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引用次数: 0
The EGS Collab Project – Stimulations at Two Depths EGS合作项目-两个深度的刺激
Pub Date : 2022-06-26 DOI: 10.56952/arma-2022-0448
Timothy J Kneafsey, P. Dobson, C. Ulrich, V. Rodríguez Tribaldos, Y. Guglielmi, D. Blankenship, P. Schwering, M. Ingraham, J. Burghardt, M. White, T. Johnson, C. Strickland, V. Vermeul, H. Knox, J. Morris, P. Fu, Megan Smith, Hui Wu, J. Ajo-Franklin, Lianjie Huang, G. Neupane, R. Horne, W. Roggenthen, J. Weers, T. Doe, T. Pyatina
The EGS Collab project, supported by the US Department of Energy, is performing intensively monitored rock stimulation and flow tests at the 10-m scale in an underground research laboratory to address challenges in implementing enhanced geothermal systems (EGS). Data and observations from the field tests are compared to simulations to understand processes and build confidence in numerical modeling of the processes. Experiment 1 examined hydraulic fracturing in a well-characterized fractured phyllite 1.5 km deep at the Sanford Underground Research Facility (SURF). Testbed characterization included fracture mapping, borehole acoustic and optical televiewers, full waveform sonic, conductivity, resistivity, temperature, campaign p- and s-wave investigations and electrical resistance tomography. Borehole geophysical techniques including passive seismic, continuous active source seismic monitoring, electrical resistance tomography, fiber-based distributed strain, distributed temperature, and distributed acoustic monitoring, were used to carefully monitor stimulation events and flow tests. More than a dozen stimulations and nearly one year of flow tests were performed. Quality data and detailed observations were collected and analyzed during stimulation and water flow tests, and these data are available. We achieved adaptive control of the tests using real-time monitoring and rapid dissemination of data and near-real-time simulation. Experiment 2 examines the potential for hydraulic shearing in amphibolite 1.25 km deep at SURF. The testbed consists of nine subhorizontal boreholes, four of which surround the testbed with grouted-in ERT, seismic sensors, CASSM and distributed fiber sensors. The test wells include a “five-spot” set with an injection well and four production/monitoring wells. Like Experiment 1, the testbed was characterized geophysically and hydrologically, and three stimulations have been performed using new tools.
EGS合作项目由美国能源部支持,在地下研究实验室进行10米尺度的岩石刺激和流动测试,以解决实施增强型地热系统(EGS)的挑战。将现场试验的数据和观测结果与模拟结果进行比较,以了解过程并建立对过程数值模拟的信心。实验1在Sanford Underground Research Facility (SURF)研究了1.5 km深的千叶岩裂缝中的水力压裂。测试平台的特征包括裂缝测绘、井眼声学和光学电视、全波形声波、电导率、电阻率、温度、活动p波和s波调查以及电阻层析成像。井眼地球物理技术包括被动地震、连续有源地震监测、电阻层析成像、基于纤维的分布应变、分布温度和分布声学监测,用于仔细监测增产事件和流动测试。进行了十几次刺激和近一年的流量测试。在增产和水流测试期间,收集和分析了质量数据和详细观察结果,这些数据是可用的。我们通过实时监测和快速传播数据以及近实时模拟实现了对测试的自适应控制。实验2研究了SURF 1.25 km深角闪岩的水力剪切潜力。试验台由9个亚水平井眼组成,其中4个井眼围绕着试验台,采用注浆式ERT、地震传感器、CASSM和分布式光纤传感器。测试井包括一口注水井和四口生产/监测井。与实验1一样,测试平台进行了地球物理和水文特征表征,并使用新工具进行了三次增产。
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引用次数: 0
Understanding Salt Mine Ground Behavior through Geotechnical Monitoring and Data Analysis 通过岩土监测和数据分析了解盐矿地表行为
Pub Date : 2022-06-26 DOI: 10.56952/arma-2022-0611
Shay A Gregory
The Waste Isolation Pilot Plant (WIPP) was constructed for the permanent disposal of defense-generated transuranic waste from DOE sites around the United States. WIPP functions as a category 4 mine and category 2 nuclear facility. The waste is to be deposited 660 m (2150 ft) beneath the Earth’s surface inside of the Delaware Basin salt bed for permanent disposal. The first waste shipment arrived at WIPP in 1999 and is currently anticipated to operate beyond 2050. Due to the creeping nature of salt and the hazards involved in handling nuclear waste, it is paramount to monitor the changing conditions of the mine. Throughout the WIPP’s project life, geotechnical and mining engineers have developed and improved upon the data collection methods, instrumentation, and analysis that is required to monitor the ground movement in this unique salt mine. Using forecasting methods, WIPP’s geotechnical engineering team has predicted several ground falls and provides support to the site’s mining endeavors. A review of the historical ground movement data collection methods and analysis is given, as well as examples of ground falls and geotechnical abnormalities. In addition, ongoing application of operations research and engineering statistics will be discussed.
废物隔离试验工厂(WIPP)是为永久处置来自美国各地能源部场址的国防产生的超铀废物而建造的。WIPP是一个4类地雷和2类核设施。这些废物将被存放在地球表面下660米(2150英尺)的特拉华盆地盐层内,以便永久处置。第一批废物于1999年抵达WIPP,目前预计将在2050年以后运行。由于盐的蠕变性质和处理核废料所涉及的危险,监测矿井的变化情况是至关重要的。在WIPP项目的整个生命周期中,岩土工程和采矿工程师已经开发和改进了监测这个独特盐矿地面运动所需的数据收集方法、仪器和分析。利用预测方法,WIPP的岩土工程团队预测了几次地面塌陷,并为现场的采矿工作提供了支持。回顾了历史上地面运动数据的收集方法和分析,以及地面塌陷和岩土异常的例子。此外,将讨论运筹学和工程统计学的持续应用。
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引用次数: 0
Heat propagation through fractures during hydraulic stimulation in crystalline rock 结晶岩水力增产过程中裂缝中的热传播
Pub Date : 2022-06-26 DOI: 10.56952/arma-2022-0381
Q. Wenning, N. Gholizadeh Doonechaly, A. Shakas, F. Serbeto, F. Bethmann, B. Dyer, R. Castilla, P. Meier, M. Hertrich, H. Maurer, D. Giardini, S. Wiemer
The Bedretto Underground Laboratory for Geosciences and Geoenergies (BULGG) is located in central Switzerland and serves as a test bed for geothermal energy research. Several boreholes were drilled from the laboratory section (ca. 1.1 km overburden) to serve as injection boreholes for stimulation and geophysical monitoring boreholes. During a hydraulic stimulation injection in winter 2020 into injection borehole ST2 interval ranging from 313 to 320 m, we observe a thermal perturbation using distributed fiber optic temperature sensing in a neighboring open borehole (MB1) at a depth of 275 m to 295 m. Prior to injection, there is a thermal anomaly in MB1 at about 289 m due to natural fracture fluid flow. Below this depth the temperature is approximately 1.5 °C higher than above. During injection there is a gradual upward movement of the thermal anomaly to ca. 278 m depth. After injection is stopped, the thermal signal gradually recovers to the original depth. The cause for such a temperature change is potentially due to increased warm water flow reaching the base of MB1 from deeper ST2 or poro-elastic fracture closure of the cold-water conducting fractures at 278 and 289 m depth in MB1 during stimulation.
Bedretto地下地球科学和地球能源实验室(BULGG)位于瑞士中部,是地热能研究的试验台。从实验室段(约1.1公里覆盖层)钻了几个钻孔,作为注入钻孔,用于增产和地球物理监测钻孔。在2020年冬季对ST2注入井眼313 ~ 320 m进行水力增产注入期间,我们在邻近的275 ~ 295 m的裸眼井眼(MB1)中使用分布式光纤温度传感观察到热扰动。在注入之前,由于天然压裂液的流动,MB1在289 m处存在热异常。在此深度以下的温度比上面的温度高约1.5°C。在注入过程中,热异常逐渐向上移动至约278 m深度。停止注入后,热信号逐渐恢复到原始深度。造成这种温度变化的原因可能是由于增产期间,从更深的ST2到达MB1底部的温水流量增加,或者是MB1中278和289 m深度的冷水传导裂缝的孔隙弹性裂缝闭合。
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引用次数: 0
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Proceedings 56th US Rock Mechanics / Geomechanics Symposium
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