Embedded Files
(* denotes corresponding author)
International Journal Publications
Park, S., Park, H., Choi, H., & Kim, K.* (2026). Influence of Pore Fluid Viscosity and Fluid-Clay Interactions on the Hydromechanical Response of Resedimented Kaolinite. Bulletin of Engineering Geology and the Environment, 85, 581. [DOI Link]
Park, S., Bakeshova, A., & Kim, K.* (2026). Characterizing permeability evolution during self-sealing in kaolinite mudrocks using a bi-exponential model. International Journal of Geo-Engineering, 17(1), 25. [DOI Link]
Bakeshova, A., Park, S., Meehan, N., & Kim, K.* (2026). Self-Sealing Response in Kaolinite Mudrock Fractures: Implications for CO2 Storage and Unconventional Reservoirs. Marine Geoscience and Energy Resources, 192, 207809. [DOI Link]
Park, S., Park. H., Choi, H., & Kim, K.* (2026). The Effect of Stress History on the Hydraulic Properties and Geomechanical Behavior of Caprock During CO2 Breakthrough. Cleaner Engineering and Technology, 101180. [DOI Link]
Kim, S., Choi, H. J., Park, S., & Kim, Y.* (2025). Predicting the Freezing Characteristics of Organic Soils Using Laboratory Experiments and Machine Learning Models. Applied Sciences, 15(19), 10314. [DOI Link]
Park, S., Park, H., Kim, K., Pham, K.*, & Choi, H.* (2025). Physics-Informed Deep Learning Framework for Thermal Analysis of Soil Freezing under Various Configurations and Boundary Conditions. International Communications in Heat and Mass Transfer, 167, 109280. [DOI Link]
Ma, Y., Park, S., Bae, A., Kwon, K., & Choi, H.* (2025). Long Short-Term Memory-based Real Time Prediction Models for Freezing Depth and Thawing Time in Unbound Pavement Layers. Computer-Aided Civil and Infrastructure Engineering, 40(20), 2182–3196. [DOI Link]
Park, S., Hwang, C., Hwang, B., & Choi, H.* (2025). Data-Driven Modeling for Interfacial Behaviors Between Frozen Soil and Existing Structures for Applications of Artificial Ground Freezing. Geomechanics and Engineering, 40(3), 151–163. [DOI Link]
Park, S., Choe, Y., Choi, H., & Pham, K.* (2025). Machine Learning-based Pseudo-Continuous Pedotransfer Function for Predicting Soil Freezing Characteristic Curve. Geoderma, 453, 117145. [DOI Link]
Park, S., Son, Y., Kim, J. G., Won, D. J., & Choi, H.* (2024). Thermal and Mechanical Impact of Artificial Ground-Freezing on Deep Excavation Stability in Nakdong River Deltaic Deposits. Engineering Geology, 343, 107796. [DOI Link]
Choi, H. J., Lee, S., Lee, H., Park, S., Choi, H., & Won, J.* (2024). Assessing the Reuse of Liquid Nitrogen in Artificial Ground Freezing Through Field Experiments. Acta Geotechnica, 19(10), 6825–6842. [DOI Link]
Kang, M., Lee, J., Kwon, K., Park, S., & Choi, H.* (2023). Laboratory Simulations on Hybrid Non-destructive Survey of Electrical Resistivity and Induced Polarization to Predict Geological Risks ahead of a TBM Tunnel. Tunnelling and Underground Space Technology, 135, 105066. [DOI Link]
Park, S., Lee, S., Park, S., & Choi, H.* (2022). Empirical Formulas for Borehole Thermal Resistance of Parallel U-type Cast-in-place Energy Pile. Renewable Energy, 197, 211–227. [DOI Link]
Park, S., Hwang, C., Choi, H., Son, Y., & Ko, T. Y.* (2022). Experimental Study for Application of the Punch Shear Test to Estimate Adfreezing Strength of Frozen Soil-Structure Interface. Geomechanics and Engineering, 29(3), 281-290. [DOI Link]
Pham, K., Jung, S., Park, S., Kim, D., & Choi, H.* (2022). Bayesian Neural Network for Estimating Stress-Strain Behaviors of Frozen Sand. KSCE Journal of Civil Engineering, 26(2), 933–941. [DOI Link]
Pham, K., Park, S., Choi, H., & Won, J.* (2021). Data-driven Framework for Predicting Ground Temperature during Ground Freezing of a Silty Deposit. Geomechanics and Engineering, 26(3), 235–251. [DOI Link]
Pham, K., Kim, D., Park, S., & Choi, H.* (2021). Ensemble Learning-based Classification Models for Slope Stability Analysis. Catena, 196, 104886. [DOI Link]
Lee, D., Pham, K., Kang, M., Park, S., & Choi, H.* (2020). Stepwise DE/FE Combined Approach for Estimating Effective Thermal Conductivity of Frozen Spherical Particulate Media. Computers and Geotechnics, 128, 103837. [DOI Link]
Kim, D., Pham, K., Park, S., Oh, J. Y., & Choi, H.* (2020). Determination of Effective Parameters on Surface Settlement during Shield TBM. Geomechanics and Engineering, 21(2), 153164. [DOI Link]
Under Review
Park, S., Park, H., Kwon, K., & Choi, H.* “A Machine-Learning-Assisted Sequential Thermo-Mechanical Simulation Framework for Artificial Ground Freezing.” Advances in Engineering Software, under review.
Park, S., Park, H., Choi, H., Park, T., Kim, J. S., & Kim, K.* “Effects of Infiltrant Chemistry on the Coupled Hydromechanical Response of Compacted Clay Barriers.” Journal of Rock Mechanics and Geotechnical Engineering, under review.
Park, S., Seo, J., Pham, K.* & Choi, H.* “Field-Validated Inverse Physics-Informed Neural Networks for Artificial Ground Freezing: Boundary Sensitivity and Parameter Identifiability.” Cold Regions Science and Technology, under review.
Park, S., Park, H., Seo, J., Yoon, B., & Choi, H.* “Layer-Specific Frozen-Soil Properties and Field Response of Artificial-Ground-Freezing-Supported Excavation in Deltaic Deposits.” Journal of Geotechnical and Geoenvironmental Engineering, under review.
Park, H., Kim, H., Seo, J., Choi, H.*, & Park, S.* “Balancing Curing-Dependent Thermal Conductivity and Fresh-State Flowability in Cement-Based Backfill Grouts for Artificial Ground Freezing.” Cold Regions Science and Technology, under review.
Pham, K., Park, H., Park, S., & Choi, H.* “A physics-informed neural network–symbolic regression framework for inverse analysis of freezing-front evolution in artificial ground freezing.” International Journal of Thermal Sciences, under review.
Park, H., Park, S., Kim, H., Seo, J., & Choi, H.* “A phase-fraction-based framework for predicting the thermal conductivity of saturated saline sand.” International Communications in Heat and Mass Transfer, under review.
Park, H., Park, S., Seo, J., Kim, K., & Choi, H.* “Temperature-dependent reversal of salinity effects on the hydro-mechanical behavior of kaolinite under high effective stresses” Bulletin of Engineering Geology and the Environment, under review.
Pham, K., Park, S., Seo, J., & Choi, H.* “Mechanics-Guided Two-Layer Sparse Identification of Regime-Dependent Constitutive Components in Frozen Silica Sand” Engineering Geology, under review.
Park, H., Park, S., Choi, H., & Kim, K.* “Hydromechanical Evolution of Sheared Clay-Rich Mudrock under Oedometric Confinement: Effects of Stress History and Pore Fluid” Journal of Rock Mechanics and Geotechnical Engineering, under review.
In Preparation
Pham, K., Kwon, K., Won, J., Park, S.*, & Choi, H.* “Site-Adaptive Self-Supervised Framework of Imbalanced Ground Settlement in TBM Excavation Using Autoencoder-Enhanced Exploration”
Hwang, B., Yoon, B., Choi, H., & Park, S.* "Discovering Interpretable Soil-Conditioning-Performance Laws from Twin-Bore EPB Shield Data Using Physics-Guided Symbolic Regression"
Oh, S., M., Jeong, S., & Park, S. “LLM-Assisted Transition-Regime Identification from Latent Representations of URANS Wake Flows”
Oh, S., M., Jeong, S., & Park, S. “Latent-Dynamics Forecasting of URANS Wake Flows under Distinct Reynolds-Number Conditions”
Park, S. & Oh, S., M.* “Emergent Pressure-Induced Criticality in Heterogeneous Porous Media”
Park, S., Kwon, K., Choi, H., & Pham, K.* “Diffusion-Based Generative Anomaly Detection for Near-Real-Time Ground Settlement Risk during TBM Excavation”
Yoon, B., Hwang, B., Park, S., & Choi, H.* “Thickness-Dependent Soil-Arching Topology beneath Rigid Rafts: A Coupled FDM-DEM Analysis”
Domestic Journal Publications
Seo, J., Choi, H., Park, S., Kim, K., & Park, H.* (2025). Evaluation of Physical and Mechanical Properties of Synthetic Caprock Simulating the Mineral Composition of Caprock in Pohang and Janggi Basins, Korea. Journal of the Korean Geosynthetics Society, 24(3), 27–38. [DOI Link]
Park, H., Choi, H., Park, S., Kim, K., & Kwon, K.* (2025). Risk Management of CO2 Leakage Through Wellbore Systems in Geological Carbon Storage. Journal of Korean Tunnelling and Underground Space Association, 27(5), 399–415. [DOI Link]
Park, H., Kwon, K., Kim, K., Choi, H., & Park, S.* (2025). Unsupervised Learning-Based Clustering Analysis of IBDP Microseismic Data and Associated Geological Features. Journal of Korean Tunnelling and Underground Space Association, 27(5), 349–365. [DOI Link]
Kwon, K., Choi, H., Hwang, C., Park, S., & Hwang, B.* (2024). Risk Assessment for Development of Consecutive Shield TBM Technology. Journal of Korean Tunnelling and Underground Space Association, 24(4), 303–314. [DOI Link]
Park, S., Park, H., Choi, H., Kim, Y. S., & Kim, S.* (2024). Experimental Study to Evaluate Thermal and Mechanical Behaviors of Frozen Soils according to Organic Contents. Journal of the Korean Geosynthetics Society, 23(2), 53–62. [DOI Link]
Kim, S., Park, S., Won, J., & Kim, Y.* (2022). Experimental Study for Thermal Characteristics of Frozen Soil Samples. Journal of the Korean Geosynthetics Society, 21(4), 31–40.
Park, S., Jung, S., Hwang, C., & Choi, H.* (2022). Evaluation of the Mechanical Characteristics of Frozen Sand, considering Temperature and Confining Pressure Effects, in a Cryogenic Triaxial Compression Test. Journal of the Korean geotechnical society, 38(8), 7-15. [DOI Link]
Seo, S. H., Lee, J. S., Jung, E. Y., Park, S., & Lee, H. B.* (2020). Development and Reliability Verification of Quality Control System for Compaction Grouting Method. Journal of the Korean Geosynthetics Society, 19(4), 11-20.
In Preparation
Seo, J., Park, H., Choi, H., & Park, S.* “Effects of Sodium Silicate Content and Compaction Stress on the Strength and Permeability of Synthetic Caprock”
Patent
(KR) 10-2867282: Continuous Exploration Device for Backfill Grouting Behind Tunnel Segment
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