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Proceedings Papers

Domain adaptation-based acoustic impedance estimation with seismic data constraint

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Jeonghun Yoo, Dowan Kim, Junhwan Choi, Joongmoo Byun
Paper presented at the SEG/AAPG/SEPM First International Meeting for Applied Geoscience & Energy, September 26–October 1, 2021
Paper Number: SEG-2021-3594199
https://doi.org/10.1190/segam2021-3594199.1
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View Paper titled, Domain adaptation-based acoustic impedance estimation with seismic data constraint
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Proceedings Papers

Uncertainty estimation in impedance inversion using Bayesian deep learning

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Junhwan Choi, Dowan Kim, Joongmoo Byun
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3428098
https://doi.org/10.1190/segam2020-3428098.1
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View Paper titled, Uncertainty estimation in impedance inversion using Bayesian deep learning
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Proceedings Papers

Predicting mineralogy using a deep neural network and fancy PCA

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Dokyeong Kim, Junhwan Choi, Dowan Kim, Joongmoo Byun
Paper presented at the SEG International Exposition and Annual Meeting, October 11–16, 2020
Paper Number: SEG-2020-3426151
https://doi.org/10.1190/segam2020-3426151.1
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View Paper titled, Predicting mineralogy using a deep neural network and fancy PCA
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Proceedings Papers

Facies classification using semi-supervised deep learning with pseudo-labeling strategy

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Asghar Saleem, Junhwan Choi, Daeung Yoon, Joongmoo Byun
Paper presented at the SEG International Exposition and Annual Meeting, September 15–20, 2019
Paper Number: SEG-2019-3216086
https://doi.org/10.1190/segam2019-3216086.1
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View Paper titled, Facies classification using semi-supervised deep learning with pseudo-labeling strategy
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Journal Articles

Study on Spudcan Soil-Structure Interaction of a Wind Turbine Installation Vessel

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Haibin Jin, Kangsu Lee, Junhwan Choi, Beom-Seon Jang
Journal: International Journal of Offshore and Polar Engineering
Publisher: International Society of Offshore and Polar Engineers
Int. J. Offshore Polar Eng. 29 (03): 329–338.
Paper Number: ISOPE-19-29-3-329
https://doi.org/10.17736/ijope.2019.cl14
Published: 01 September 2019
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Proceedings Papers

Probabilistic facies analysis in high-dimensional data using scatter-matrix-based separability measure

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Junhwan Choi, Daeung Yoon, Joongmoo Byun, Sigue Lee
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2998301
https://doi.org/10.1190/segam2018-2998301.1
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View Paper titled, Probabilistic facies analysis in high-dimensional data using scatter-matrix-based separability measure
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Proceedings Papers

Automatic labeling strategy in semi-supervised seismic facies classification by integrating well logs and seismic data

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Sigue Lee, Junhwan Choi, Daeung Yoon, Joongmoo Byun
Paper presented at the 2018 SEG International Exposition and Annual Meeting, October 14–19, 2018
Paper Number: SEG-2018-2998604
https://doi.org/10.1190/segam2018-2998604.1
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View Paper titled, Automatic labeling strategy in semi-supervised seismic facies classification by integrating well logs and seismic data
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Proceedings Papers

Probabilistic facies analysis using 3D crossplot of stochastic forward-modeling results

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Junhwan Choi, Bona Kim, Soyoung Kim, Joongmoo Byun
Paper presented at the 2017 SEG International Exposition and Annual Meeting, September 24–29, 2017
Paper Number: SEG-2017-17790996
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View Paper titled, Probabilistic facies analysis using 3D crossplot of stochastic forward-modeling results
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Proceedings Papers

Three-Dimensional Soil-SCR Interaction Coupled With Global SCR Analysis

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Junhwan Choi, Beom-Seon Jang, Jeong Du Kim, Youngho Kim, Muhammad Shazzad Hossain
Paper presented at the The 27th International Ocean and Polar Engineering Conference, June 25–30, 2017
Paper Number: ISOPE-I-17-514
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View Paper titled, Three-Dimensional Soil-SCR Interaction Coupled With Global SCR Analysis
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