Click here to access Google scholar profile of Prof. Jongmuk Won
Click here to access Google scholar profile of Prof. Jongmuk Won
International Journal publications (*: corresponding author)
Nguyen, K., Won, J.* "Solving three-dimensional nonlinear consolidation using geotechnical distance function and physics-informed neural network" Computers and Geotechnics (accepted)
Kwak, J., Won, J.* "Application of ChatGPT in seepage-induced slope stability" KSCE Journal of Civil Engineering (accepted)
Yun, J., Park, J., Choo, H., Lee, H., Won, J.* "Data-driven machine learning models for predicting engineering properties in deep-sea sediments" Scientific Reports (accepted)
Ku, S.-B., Jung, H., Cho, H., Oh, J., Kim, J.-U., Lee, J., Cho, S., Won, J., Park J., Choo, H., and Lee, H.-M. "A Real-Time Error-Compensated Multi-Sensor Acquisition System for Geotechnical Investigations" IEEE Sensor’s Journal (accepted)
Won, J.*, Cho, S., Kwak, J., Choi, J. "Critical hydraulic gradient and suffusion of sand-clay mixtures under a gradual increase in flow rate" Journal of Rock Mechanics and Geotechnical Engineering (accepted)
60. Han, J., Lee, U., Ahn, J., Won, J., Hoang, N.-D., Jung, J.* (2025) "Optimization of ANN and Determination of Optimal Network Parameter Range to Predict Suction Caisson Foundation Capacity" Geomechanics and Engineering
59. Choe, Y., Cho, S., Kim, C., Won, J.*, Burns, S. E. (2025) "Nonionic polyacrylamide-clay interaction: insight from sedimentation experiments and viscosity" Journal of Environmental Chemical Engineering, 13(5), 118597. (JCR = 14.2%)
58. Lee, J., Yang, Y., Choi. H.*, Won, J.* (2025) "Suffusion of sand–clay mixtures under stepwise increase in hydraulic gradient" Journal of Rock Mechanics and Geotechnical Engineering (Online published) (JCR = 1.5%)
57. Yang, S., Choi, H., Kim, S., Won, J.* (2025) "Laboratory investigation on longitudinal dispersivity of sand-illite mixtures" Environmental Geotechnics, 12(3), 239-249. (JCR = 45%)
56. Won, J., Yang, S., Kwon, H., Choi, H.* (2025) "Longitudinal dispersivity and saturation of sand-clay mixtures: Impact of clay content, initial degree of saturation, and swelling potential" Journal of Contaminant Hydrology, 273, 104573. (JCR = 14.9%)
55. Yang, Y., Choi, H.*, Lee, J., Choe, Y., Won, J.* (2025) "Impact of flow direction on suffusion of sand-clay mixtures under variably saturated conditions" Journal of Rock Mechanics and Geotechnical Engineering, 17(4), 2511-2525. (JCR = 1.5%)
54. Ji, K., Choi, I., Won, J.* (2025) "Reliability analysis-based life cycle assessment of railway components using long-term maintenance data" Developments in the Built Environment, 21, 100629. (JCR = 3.8%)
53. Choe, Y., Won, J.*, Burns, S. E. (2025) "Impact of particle size and oxide phase on microplastic transport through iron oxide-coated sand" Water Research, 271, 122856. (JCR = 1.5%)
52. Byun, Y., Son, J., Yun, J., Choo, H., Won, J.* (2025) "Machine learning-based pattern recognition of Bender element signals for predicting sand particle-size" Scientific Reports, 15(1), 1-16. (JCR = 18.5%)
51. Choi, H.-J., Lee, S., Lee, H., Park, S., Choi, H., Won, J.* (2024) "Assessing reuse of liquid nitrogen in artificial ground freezing through field experiment" Acta Geotechnica, 19, 6825-6842. (JCR = 15.4%)
50. Yang, Y., Choe, Y., Choi, H., Won, J.* (2024) "Experimental study of suffusion in sand-clay mixtures under variably saturated conditions" Journal of Geotechnical and Geoenvironmental Engineering, 150 (9), 04024071. (JCR = 15.1%)
49. Choe, Y., Choi, H., Won, J.* (2024) "Suffusion of sand-clay mixture: impact of ionic concentration gradient, clay type, size of sand, and hydraulic gradient" Géotechnique, 74(10), 1004-1018. (JCR = 18.4%)
48. Won, J.*, Joo, I. (2024) "Two-dimensional experimental assessment of interaction energy-induced suffusion in sand-clay mixtures" Géotechnique (Online published) (JCR = 18.4%)
47. Choe, Y., Ahn, J., Won, J.* (2024) "Sedimentation kinetics of kaolinite and illite: impact of cation valence, ionic concentration, and water content" Applied Clay Sciences, 253, 107351. (JCR = 3.2%)
46. Gray, C., Won, J.*, Burns, S. E. (2024) "A framework for estimating soil water characteristic curve and hydraulic conductivity function of permeable reactive media" Chemosphere, 355, 141758. (JCR = 8.9%)
45. Won, J., Ryu, B., Choo, H.* (2024) "Evolution of maximum shear modulus and compression index of rigid–soft mixtures under repetitive K0 loading conditions" Acta Geotechnica, 19, 1047-1062. (JCR = 15.4%)
44. Lim, H. G., Sung, Y., Kim, J. K., Won, J.*., Choi, H. (2024) "A novel approach to estimate sand particle-size using convolutional neural network with acoustic sensing" Catena, 234, 107639. (JCR = 9.3%)
43. Ji, K., Won, J.* (2024) "Assessing shear strength of silica-NASH geopolymer composite using molecular dynamic simulation" International Journal for Multiscale Computational Engineering, 22(2), 49-63. (JCR = 51%)
42. Aregbesola, S., Won, J., Kim, S., Byun, Y.* (2023) "Sequential backward feature selection for optimizing permanent strain model of unbound aggregates" Case Studies in Construction Materials, 19, e02554. (JCR = 8.2%)
41. Lee, H., Oh, J., Shin, Y., Won, J.* (2023) "Laboratory investigation on excavation performance of foam-conditioned weathered granite soil for EPB shield tunnelling" KSCE Journal of Civil Engineering, 27, 5460-5469. (JCR = 54%)
40. Lim, H. G., Sung, Y., Jeong, H. Y., Kim, J. K., Joo, I., Won, J.* (2023) "Automated classification of clay suspension using acoustic sensing combined with convolutional neural network" Minerals Engineering, 202, 108261. (JCR = 6.4%)
39. Won, J., Choi, Y., Yang, Y., Choi, H.* (2023) "Impact of clay particle reattachment on suffusion of sand–clay mixtures" Journal of Rock Mechanics and Geotechnical Engineering, 15, 10, 2720-2730. (JCR = 1.5%)
38. Won, J., Tutumuler, E., Byun, Y.-H.* (2023) "Predicting permanent strain accumulation of unbound aggregates using machine learning algorithms" Transportation Geotechnics, 42, 101060. (JCR = 11.5%)
39. Won, J., Kim, J.-U., Choo, H.* (2023) "Estimation of the swelling strain and swelling pressure of compacted bentonite using electrical conductivity" Applied Clay Science, 242, 107040. (JCR = 3.2%)
36. Pham, K., Kim, D., Canh, L., Won, J.* (2023) "Machine learning-based pedotransfer functions to predict soil water characteristic curves" Transportation Geotechnics, 42, 101052. (JCR = 11.5%)
35. Lee, S., Yang, S., Lee, D., Choi, H., Won, J.* (2023) "Methylene blue transport in a sand-clay mixture and its implications for contaminant transport" Hydrogeology Journal, 31, 1245-1257. (JCR = 47.7%)
34. Won, J.*, Burns, S. E. (2023) "Role of ionic concentration in the kinetic attachment of kaolinite and sand" Canadian Geotechnical Journal, 60(2), 113-122. (JCR = 27.5%)
33. Lee, S., Park, S., Han, T. H., Won, J., Choi, H.* (2023) "Applicability evaluation of energy slabs installed in an underground parking lot" Sustainability, 15(4), 2973. (JCR = 42%)
32. Won, J.* (2022) "Assessment of internal stability of sand-fine mixture using particle detachment model and its implications on suffusion" Acta Geotechnica, 17(10), 4667-4680. (JCR = 15.4%)
31. Choi, H.-J., Kim, S., Kim, Y. S., Won, J.* (2022) "Predicting frost depth of soils in South Korea using machine learning techniques" Sustainability, 14(15), 9767. (JCR = 42%)
30. Pham, K., Won, J.* (2022) "Enhanced the tree-boosting-based pedotransfer function for saturated hydraulic conductivity using data preprocessing and predictor importance using game theory" Geoderma, 420, 115864. (JCR = 12.5%)
29. Won, J., Lee, D., Choi, H.-J., Lee, H., Choi, H.* (2022) "Field experiments for three freezing operation scenarios in silty soil deposits" Engineering Geology, 303, 106642. (JCR = 3.1%)
28. Won, J., Kim, T., Kang, M., Choe, Y., Choi, H* (2022) "Suffusion of sand-clay mixture by three-staged change of ionic strength" Canadian Geotechnical Journal, 59(11), 2008-2013. (JCR = 27.5%)
27. Won, J., Tutumuler, E., Byun, Y.-H.* (2022) "Modeling cyclic behavior of unbound aggregates using two-surface plasticity theory" Construction & Building Materials, 325, 126774. (JCR = 4.4%)
26. Choo, H., Won, J.*, Burns, S. E. (2021) "Thermal conductivity of dry fly ashes with various carbon and biomass contents" Waste Management, 135, 122-129. (JCR = 12.8%)
25. Won, J., Park, J., Kim, J., Jang, J.* (2021) "Impact of particle sizes, mineralogy and pore fluid chemistry on the plasticity of clayey soils" Sustainability, 13(21), 11741. (JCR = 42%)
24. Won, J., Kim, T., Kang, M., Choe, Y., Choi, H.* (2021) "Kaolinite and illite colloid transport in saturated porous media" Colloids and Surfaces A: Physicochemical and Engineering Aspects, 626(5), 127052. (JCR = 33%)
23. Choi, H.-J., Won, J., Lee, D., Lee, H., Choi, H.* (2021) "Effect of ground freezing with liquid nitrogen on freezing rate and mechanical properties of coastal clayey silt" Journal of Engineering Mechanics, 147(9), 04021057. (JCR = 28.6%)
22. Lee, S., Park, S., Won, J., Kim, D., Choi, H.* (2021) "Influential factors on thermal performance of energy slabs equipped with an insulation layer" Renewable Energy, 174, 823-834. (JCR = 17%)
21. Won, J.*, Jeong, B., Lee, J., Dai, S., Burns, S. E. (2021) "Facilitation of microbially induced calcite precipitation with kaolinite nucleation" Géotechnique, 71(8), 728-734. (JCR = 18.4%)
20. Park, J. Lee, J.-S., Won, J., Kim, J.* (2021) "Evolution of small strain soil stiffness during freeze-thaw cycle: transition from capillary to cementation examined using magnetic and piezo crystal sensors" Sensors, 21(9), 2992. (JCR = 31%)
19. Won, J., Shin, J.* (2021) "Machine learning-based approach for seismic damage prediction method of building structures considering soil-structure interaction" Sustainability, 13, 4334. (JCR = 42%)
18. Kim, J., Won, J., Park, J.* (2021) "Effects of water saturation and distribution on small-strain stiffness" Journal of Applied Geophysics, 186, 104278. (JCR = 44%)
17. Won, J.*, Lee, J., Burns, S. E. (2021) "Upscaling polydispersed particle transport in porous media using pore network model" Acta Geotechnica, 16. 421-432. (JCR = 15.4%)
16. Pham, K., Kim, 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. (JCR = 43.1%)
15. Son, Y., Ko, T., Lee, D., Won, J., Lee, I., Choi, H.* (2021) "Applicability of liquid air as novel cryogenic refrigerant for subsea tunnelling construction" Geomechanics and Engineering, 27(2), 179-187. (JCR = 43.1%)
14. Won, J., Kim, J. Park, J.* (2020) "Prediction of terminal density through a two-surface plasticity model" Geomechanics and Engineering, 23(5), 493-502. (JCR = 43.1%)
13. Choi, H.-J., Lee, D., Won, J., Lee, H., Choi, H.* (2020) "Influence of in-situ cryogenic freezing on thermal and mechanical characteristics of Korean marine clay" KSCE Journal of civil engineering, 24(11), 3501-3515. (JCR = 54%)
12. Won, J., Choo. H.*, and Burns, S. E. (2020) "Impact of solution chemistry on deposition and breakthrough behaviors of kaolinite in silica sand." Journal of Geotechnical and Geoenvironmental Engineering 146(1), 04019123. (JCR = 15.1%)
11. Won, J., Park, J., Choo, H.*, Burns, S. E. (2019) "Estimation of saturated hydraulic conductivity of coarse-grained soils using particle shape and electrical properties" Journal of Applied Geophysics, 167, 19-25. (JCR = 44%)
10. Won, J.*, Wirth, X., Burns, S. E. (2019) "An experimental study of cotransport of heavy metals with kaolinite colloids" Journal of Hazardous Materials, 373(5), 476-482. (JCR = 5.1%)
9. Won, J., Lee, D., Pham, K., Lee, H., Choi, H.* (2019) "Impact of particle size distribution of colloidal particles on contaminant transport in porous media" Applied Sciences, 9(5), 932. (JCR = 28.6%)
8. Won, J.*, Burns, S. E. (2019) "Stochastic modeling of kaolinite transport through a sand filter" Canadian Geotechnical Journal, 999, 1-11. (JCR = 27.5%)
7. Choo, H., Park, K.*, Won, J., Burns, S. E. (2018) "Resistance of coarse-grained particles against raindrop splash and its relation with splash erosion." Soil & Tillage Research, 184, 1-10. (JCR = 10.4%)
6. Won, J.*, Burns, S. E. (2018). "Role of immobile kaolinite colloids in the transport of heavy metals" Environmental Science & Technology, 52(5), 2735-2741. (JCR = 5.1%)
5. Won, J.*, Burns, S. E. (2017). "Influence of ionic strength on clay particle deposition and hydraulic conductivity of a sand medium." Journal of Geotechnical and Geoenvironmental Engineering, 143(10): 04017081 (Editor's Choice). (JCR = 15.1%)
Under review
Won, J., Lee, J., Yang, Y., Choe, Y., Choi, H.* "Impact of hydraulic gradient increment on suffusion of sand-clay mixtures" Acta Geotechnica
Kwak, J., Kim, C., Choi, J., Kim, M., Won, J.* "Suffusion of biopolymer-treated sand-clay mixtures: impact of biopolymer type and biopolymer concentration " Transportation Geotechnics
Cho, S., Kwak, J., Oh, S., Won, J.* "Impact of biopolymer treatment on susceptibility to contact erosion" Transportation Geotechnics
Cho, S., Park, S., Won, J.* "Impact of coefficient of uniformity and median particle size ratio on contact erosion" Journal of Geotechnical and Geoenvironmental Engineering
Kim, S., Park, J., Choo, H., Choi, J., Won, J.* "Complex dielectric permittivity of clay minerals: impact of clay mineralogy, porosity, and ionic concentration" Géotechnique
Nguyen, K., Park, J., Choo, H., Won, J.* "Development of machine learning-based three-dimensional interpolation function using geotechnical distance field" Engineering Applications of Artificial Intelligence
Kwon, K., Park, S., Pham, K., Won, J., Choi, H.* "A generalized self-supervised framework of imbalanced ground settlement in TBM excavation using autoencoder-enhanced exploration" Tunnelling and Underground Space Technology
Kwon, H., Lee, J., Won, J., Choi, H.*, Yang, Y.* "Effects of Hydraulic Loading Rate on Suffusion in Sand–Clay Mixtures under Hydro-Chemical Coupling" Acta Geotechnica
Bae, A., Kim, S., Yoon, Y., Won, J., Choi, H.* "Utilizing Chitosan Biopolymer as a Coagulant–Flocculant During Filtration Process of Recycled Bentonite Slurry in Slurry Shield TBM" Construction and Building Materials
Park, J., Won, J., Jin, X., Kim, J.* "Coarse-fine granular mixtures subjected to repetitive mechanical loads: Engineering implications" Journal of Rock Mechanics and Geotechnical Engineering
Yoon, Y., Kim, H., Won, J., Choi, H.* "Experimental validation of block filtration mechanisms governing slurry penetration and filter cake formation in slurry shield TBM excavation" Acta Geotechnica