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Proceedings Papers

Predicting Excavation-Induced Damage Depth Through MLP

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Y. Golabchi, M. A. Perras, U. T. Khan
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0431
https://doi.org/10.56952/ARMA-2024-0431
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Proceedings Papers

Digital Representation of Microstructures of Cretaceous Formation Rock Cuttings in the Tarim Basin

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H. Liang, J. Q. Luo, T. Wen, H. Yan, W. X. Feng, Y. Jin, Y. Xia
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0468
https://doi.org/10.56952/ARMA-2024-0468
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View Paper titled, Digital Representation of Microstructures of Cretaceous Formation Rock Cuttings in the Tarim Basin
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Proceedings Papers

A New Approach to Model Irregular Particles Breakage with Deploying Image Analysis Techniques on Discrete Element Method

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M. Amir Hosseini, P. Tahmasebi
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0455
https://doi.org/10.56952/ARMA-2024-0455
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View Paper titled, A New Approach to Model Irregular Particles Breakage with Deploying Image Analysis Techniques on Discrete Element Method
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Proceedings Papers

Geological Feature Extraction and Data-Driven Production Prediction Based on Well Logging Data

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Maoya Hsu, Zhengchao Ma, Shouceng Tian, Xiaoxia Zhou, Jiacheng Dai, Jintao Weng, Tianyu Wang
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0406
https://doi.org/10.56952/ARMA-2024-0406
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View Paper titled, Geological Feature Extraction and Data-Driven Production Prediction Based on Well Logging Data
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Proceedings Papers

Numerical Analysis of Slope Stability in Open Pit Mining Based on an Integrated Geology and Geomechanics Approach

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Z. Sun, G. R. Balasubramanian, A. Fager, B. Crouse, G. Barlow, M. Abouaali
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0499
https://doi.org/10.56952/ARMA-2024-0499
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View Paper titled, Numerical Analysis of Slope Stability in Open Pit Mining Based on an Integrated Geology and Geomechanics Approach
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Proceedings Papers

Analysis of Rockfall Risk Using Image Analysis and Data-Driven Models

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M. Ghahramanieisalou, J. Sattarvand, B. Abbasi, B. Peik, R. Battulwar
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0500
https://doi.org/10.56952/ARMA-2024-0500
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View Paper titled, Analysis of Rockfall Risk Using Image Analysis and Data-Driven Models
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Proceedings Papers

Analysis of Machine Learning Models for Prediction of Petrophysical Data

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C. Vega-Ortiz, P. Palash, E. Edelman, B. J. McPherson, G. Maxwell, D. List
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0627
https://doi.org/10.56952/ARMA-2024-0627
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View Paper titled, Analysis of Machine Learning Models for Prediction of Petrophysical Data
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Proceedings Papers

Enhancing Well Kick Classification in Drilling Operations Using a Novel PCA-Based Machine Learning Approach

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Junzhe Wang, Haorong Jing, Evren Ozbayoglu, Silvio Baldino, Danzhu Zheng, Xiang Li
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0626
https://doi.org/10.56952/ARMA-2024-0626
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View Paper titled, Enhancing Well Kick Classification in Drilling Operations Using a Novel PCA-Based Machine Learning Approach
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Proceedings Papers

A Review of Cluster Filtering Methods for Point-Cloud-Based Rockfall Monitoring

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E. B. Emmons, G. Walton
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0580
https://doi.org/10.56952/ARMA-2024-0580
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View Paper titled, A Review of Cluster Filtering Methods for Point-Cloud-Based Rockfall Monitoring
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Proceedings Papers

Investigation of Ball-Sealer Transport and Diversion in a Horizontal Wellbore Based on Machine Learning

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Zhijun Zeng, Ying Liu, Hai Qu, Xu Liu, Shi Wang, Zhitian Lu, Xiaodong Liu
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0664
https://doi.org/10.56952/ARMA-2024-0664
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View Paper titled, Investigation of Ball-Sealer Transport and Diversion in a Horizontal Wellbore Based on Machine Learning
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Proceedings Papers

Intelligent Optimization of Water Alternating Gas Flooding with Carbon Dioxide: A Win-Win Strategy for Enhancing Oil Recovery and Carbon Storage

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Liang Zhang, Rui Deng, Bo Kang, Lian Wang, Xing Zhao, Bing Xu, Yanran Jia
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0645
https://doi.org/10.56952/ARMA-2024-0645
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View Paper titled, Intelligent Optimization of Water Alternating Gas Flooding with Carbon Dioxide: A Win-Win Strategy for Enhancing Oil Recovery and Carbon Storage
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Proceedings Papers

Measurement of Crack Tip Opening Displacement and Strain Fields Using Global Digital Image Correlation (DIC)

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Tushar Bhandari, Debasis Deb
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0721
https://doi.org/10.56952/ARMA-2024-0721
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View Paper titled, Measurement of Crack Tip Opening Displacement and Strain Fields Using Global Digital Image Correlation (DIC)
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Proceedings Papers

A New Evaluation Method for Drillability of Hot Dry Rock Considering In-Situ Temperature in Formation

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Kun Li, Zhaowei Sun, Zikang Wang, Xiaoguang Wu, Shanlin Ye, Muchen Liu, Xiangyang Wang
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0722
https://doi.org/10.56952/ARMA-2024-0722
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View Paper titled, A New Evaluation Method for Drillability of Hot Dry Rock Considering In-Situ Temperature in Formation
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Proceedings Papers

Dual-Target Predictive Intelligence Model for Predicting D90 Particle Size and Total Concentration of Lost Circulation Materials

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Guanyi Shang, Heng Yang, Yongcun Feng, Xiaorong Li
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0735
https://doi.org/10.56952/ARMA-2024-0735
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View Paper titled, Dual-Target Predictive Intelligence Model for Predicting D90 Particle Size and Total Concentration of Lost Circulation Materials
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Proceedings Papers

Reservoir Fine Evaluation of Horizontal Well Multi-Stage Fracturing Based on Unsupervised Cluster Machine Learning

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W. C. Wang, X. F. Ma, Y. S. Zou, S. C. Zhang, L. Liu, P. Yang, Z. W. Zhao, A. Zheng, X. Wang, L. F. Yang
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0748
https://doi.org/10.56952/ARMA-2024-0748
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View Paper titled, Reservoir Fine Evaluation of Horizontal Well Multi-Stage Fracturing Based on Unsupervised Cluster Machine Learning
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Proceedings Papers

Is there a Universal Rock Mass Classification System?

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E. Ambah, D. Elmo
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0784
https://doi.org/10.56952/ARMA-2024-0784
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Proceedings Papers

An Ontology of Risk Management for Tunnel Construction

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Y. D. Xue, Y. C. Hou
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0780
https://doi.org/10.56952/ARMA-2024-0780
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View Paper titled, An Ontology of Risk Management for Tunnel Construction
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Proceedings Papers

Research on the Prediction Method of ROP Based on Improved BP Neural Network

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Wengzhe Li, Lianbin Xia, Yueyao Luo, Yuechun Wang, Beiqiao Meng, Tianyi Tan, Lifan Luo
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0749
https://doi.org/10.56952/ARMA-2024-0749
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View Paper titled, Research on the Prediction Method of ROP Based on Improved BP Neural Network
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Proceedings Papers

Application of Supervised Learning Algorithms to Predict Engineering Characteristics of Soft to Strong Rock Masses Using Actual TBM Performance Data

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Hanan Samadi, Jafar Hassanpour, Jamal Rostami, Jitendra Khatti
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0036
https://doi.org/10.56952/ARMA-2024-0036
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View Paper titled, Application of Supervised Learning Algorithms to Predict Engineering Characteristics of Soft to Strong Rock Masses Using Actual TBM Performance Data
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Proceedings Papers

Progressive Reduced Order Modeling: From Single-Phase Flow to Coupled Multiphysics Processes

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Teeratorn Kadeethum, Kyung Won Chang, John D. Jakeman, Hongkyu Yoon
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0096
https://doi.org/10.56952/ARMA-2024-0096
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View Paper titled, Progressive Reduced Order Modeling: From Single-Phase Flow to Coupled Multiphysics Processes
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