Junhwan Choi

发表

Improved environmental contour methods based on an optimization of hybrid models

Beom-Seon Jang, Hyeonjin Kim, B. Jang, 2019, Applied Ocean Research.

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

Daeung Yoon, Joongmoo Byun, J. Byun, 2019, SEG Technical Program Expanded Abstracts 2019.

Yield interaction model of jack-up considering nonlinear load-displacement relationship before yield

Beom-Seon Jang, Junhwan Choi, Hanbaek Ju, 2021, Ocean Engineering.

Comparison of Analysis Methods for Designed Spudcan Bearing Capacity and Penetration Behavior for Southwest Sea Soil

B. Jang, J. Zhao, Junhwan Choi, 2015 .

Predicting mineralogy by integrating core and well log data using a deep neural network

Dowan Kim, J. Byun, Junhwan Choi, 2020 .

Simplified contact-based segment expansion (CBSE) method for assessment of crashworthiness of double-hulled ship structure

B. Jang, Junhwan Choi, H. Ju, 2020, Ships and Offshore Structures.

Uncertainty estimation in impedance inversion using Bayesian deep learning

Dowan Kim, J. Byun, Junhwan Choi, 2020 .

Analysis of Seismic Velocity Change and AVO Response Depending on Saturation of Kerogen and GOR in Shale Reservoirs

J. Byun, Junhwan Choi, Jaewook Lee, 2016 .

Pore fluid estimation using effective workflow of Poisson impedance analysis

J. Byun, Junhwan Choi, Hyungwook Choi, 2020 .

Development of Evaluation Metrics that Consider Data Imbalance between Classes in Facies Classification

Dowan Kim, Junhwan Choi, Joongmoo Byun, 2020 .

Probabilistic reservoir characterisation using 3D pdf of stochastic forward modelling results in Vincent oil field

J. Byun, Junhwan Choi, Bona Kim, 2020 .

Petrofacies characterization using best combination of multiple elastic properties

Junhwan Choi, Daeung Yoon, Joongmoo Byun, 2019, Journal of Petroleum Science and Engineering.

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

J. Byun, Junhwan Choi, D. Yoon, 2018, SEG Technical Program Expanded Abstracts 2018.

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

J. Byun, Junhwan Choi, Bona Kim, 2017 .

Spatial pseudo-labeling for semi-supervised facies classification

Junhwan Choi, Joongmoo Byun, Saleem Asghar, 2020 .

Simplified buckling-and-contact-based expansion method for assessment of crashworthiness of double-hulled ship structure

Jung Kim, Beom-Seon Jang, Han-Baek Ju, 2020 .

Predicting mineralogy using a deep neural network and fancy PCA

J. Byun, Junhwan Choi, Dokyeong Kim, 2020, SEG Technical Program Expanded Abstracts 2020.

Hyperparameter Search for Facies Classification with Bayesian Optimization

Yonguk Choi, Yoon， Daeung, Junhwan Choi, 2020 .