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Proceedings Papers

Uncertainty quantification of single and multi-parameter full-waveform inversion through a variational autoencoder

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Abdelrahman Elmeliegy, Mrinal Sen, Jennifer Harding, Hongkyu Yoon
Paper presented at the SEG/AAPG International Meeting for Applied Geoscience & Energy, August 26–29, 2024
Paper Number: SEG-2024-4101297
https://doi.org/10.1190/image2024-4101297.1
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View Paper titled, Uncertainty quantification of single and multi-parameter full-waveform inversion through a variational autoencoder
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Proceedings Papers

Enhanced Geothermal Site Characterization Using Generative Adversarial Network and Ensemble Method

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Jichao Bao, Jonghyun Lee, Hongkyu Yoon
Paper presented at the 58th U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2024
Paper Number: ARMA-2024-0579
https://doi.org/10.56952/ARMA-2024-0579
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View Paper titled, Enhanced Geothermal Site Characterization Using Generative Adversarial Network and Ensemble Method
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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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Proceedings Papers

Physics-Informed Machine Learning of Flow and Transport Problems

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Hongkyu Yoon, Jennifer L. Harding
Paper presented at the 15th ISRM Congress, October 9–14, 2023
Paper Number: ISRM-15CONGRESS-2023-144
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View Paper titled, Physics-Informed Machine Learning of Flow and Transport Problems
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Proceedings Papers

Subsurface Characterization Using Bayesian Deep Generative Prior-Based Inverse Modeling for Utah FORGE Enhanced Geothermal System

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Jichao Bao, Jonghyun Lee, Hongkyu Yoon, Laura Pyrak-Nolte
Paper presented at the 57th U.S. Rock Mechanics/Geomechanics Symposium, June 25–28, 2023
Paper Number: ARMA-2023-0834
https://doi.org/10.56952/ARMA-2023-0834
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View Paper titled, Subsurface Characterization Using Bayesian Deep Generative Prior-Based Inverse Modeling for Utah FORGE Enhanced Geothermal System
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Proceedings Papers

Estimation of Mechanical Properties of Mancos Shale Using Machine Learning Methods

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Teeratorn Kadeethum, Hongkyu Yoon
Paper presented at the 56th U.S. Rock Mechanics/Geomechanics Symposium, June 26–29, 2022
Paper Number: ARMA-2022-0487
https://doi.org/10.56952/ARMA-2022-0487
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View Paper titled, Estimation of Mechanical Properties of Mancos Shale Using Machine Learning Methods
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Proceedings Papers

Fracture Formation in Layered Synthetic Rocks With Oriented Mineral Fabric Under Mixed Mode I and II Loading Conditions

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Liyang Jiang, Hongkyu Yoon, Antonio Bobet, Laura J. Pyrak-Nolte
Paper presented at the 55th U.S. Rock Mechanics/Geomechanics Symposium, June 18–25, 2021
Paper Number: ARMA-2021-1767
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View Paper titled, Fracture Formation in Layered Synthetic Rocks With Oriented Mineral Fabric Under Mixed Mode I and II Loading Conditions
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Proceedings Papers

Effect of Mineral Orientation on Roughness and Toughness of Mode I Fractures

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Liyang Jiang, Hongkyu Yoon, Antonio Bobet, Laura J. Pyrak-Nolte
Paper presented at the 53rd U.S. Rock Mechanics/Geomechanics Symposium, June 23–26, 2019
Paper Number: ARMA-2019-0483
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View Paper titled, Effect of Mineral Orientation on Roughness and Toughness of Mode I Fractures
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