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Jongmuk Won

Korea University · 工学

研究室紹介

Professor Jongmuk Won's research lab specializes in environmental and geotechnical engineering, focusing on the transport, deposition, and geochemical interactions of fine particles in porous media. Key research directions include contaminant transport in groundwater systems, clogging mechanisms in hydraulic infrastructure, and microbially induced calcite precipitation for sustainable ground improvement. The lab combines experimental investigations with advanced modeling techniques such as artificial neural networks to predict complex soil–structure and soil–fluid interactions under varying geochemical and hydrological conditions.

contaminant transportparticle depositiongeochemical effectsmicrobially induced calcite precipitationclogging in porous media

Research Overview

Papers
94
Total Citations
962
Papers (5y)
63
Primary Field
工学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
63total
2022
2023
2024
2025
2026
Citations per year (5y)
325total
20222023202420252026

Selected Papers

15
1
Article|84 citations·2019
An experimental study of cotransport of heavy metals with kaolinite colloids
Jongmuk Won, Xenia Wirth, Susan E. Burns
SJR Q1Journal of Hazardous Materials
Environmental EngineeringEnvironmental Science
2
Article|59 citations·2018
Role of Immobile Kaolinite Colloids in the Transport of Heavy Metals
Jongmuk Won, Susan E. Burns
SJR Q1Environmental Science & Technology

Predicting the transport of contaminants in porous media is crucial to protecting public health and remediating contaminated soil and groundwater. However, the prediction of contaminant transport is challenging due to the presence of mobile and immobile colloids. The work performed in this experimental investigation quantified the role of immobile clay colloids on metal transport through sets of column breakthrough experiments under varying solution chemistry, clay content, and flow rate. Georgi

Environmental EngineeringEnvironmental Science
3
Article|48 citations·2021
Machine Learning-Based Approach for Seismic Damage Prediction Method of Building Structures Considering Soil-Structure Interaction
Jongmuk Won, Jiuk Shin
SJR Q1SustainabilityOA

Conventional seismic performance evaluation methods for building structures with soil–structure interaction effects are inefficient for regional seismic damage assessment as a predisaster management system. Therefore, this study presented the framework to develop an artificial neural network-based model, which can rapidly predict seismic responses with soil–structure interaction effects and determine the seismic performance levels. To train, validate and test the model, 11 input parameters were

Civil and Structural EngineeringEngineering
4
Article|37 citations·2023
Machine learning-based pedotransfer functions to predict soil water characteristics curves
Khanh Pham, Dongku Kim, Canh V. Le, Jongmuk Won
SJR Q1Transportation Geotechnics
Civil and Structural EngineeringEngineering
5
Article|33 citations·2021
Thermal conductivity of dry fly ashes with various carbon and biomass contents
Hyunwook Choo, Jongmuk Won, Susan E. Burns
SJR Q1Waste Management
Ocean EngineeringEngineering
6
Article|32 citations·2015
Physical properties of G-class cement for geothermal well cementing in South Korea
Jongmuk Won, Dongseop Lee, Kyunguk Na, In-Mo Lee, Hangseok Choi
SJR Q1Renewable Energy
Ocean EngineeringEngineering
7
Article|28 citations·2021
Kaolinite and illite colloid transport in saturated porous media
Jongmuk Won, Taehyeong Kim, Minkyu Kang, Yongjoon Choe, Hangseok Choi
SJR Q1Colloids and Surfaces A Physicochemical and Engineering Aspects
Environmental EngineeringEnvironmental Science
8
Article|27 citations·2020
Facilitation of microbially induced calcite precipitation with kaolinite nucleation
Jongmuk Won, Boyoung Jeong, Junghwoon Lee, Sheng Dai, Susan E. Burns
SJR Q1Géotechnique

Microbially induced calcite precipitation is an emerging environmentally friendly ground improvement technique for a range of geotechnical applications. One of the remaining issues for field implementation of this technique is poor uniformity of calcite, with concentrated precipitation near the injection point, particularly for treatments with continuous injection or in fine sand. Therefore, the work described in this paper performed an experimental investigation to test the hypothesis that usin

Environmental EngineeringEnvironmental Science
9
Article|26 citations·2017
Influence of Ionic Strength on Clay Particle Deposition and Hydraulic Conductivity of a Sand Medium
Jongmuk Won, Susan E. Burns
SJR Q1Journal of Geotechnical and Geoenvironmental Engineering

Particulate media filters and infiltrometers play a critical role in separation of solids and liquids in infrastructure applications that require drainage and transmission of water or other liquids. Although the primary mechanisms of particle removal within a filter are well developed (straining, attachment, and detachment), the impact of geochemistry on fine-grained particle removal is not well developed, especially in terms of the impact of clustering of clay particles as a function of ionic s

Environmental EngineeringEnvironmental Science
10
Article|24 citations·2023
Predicting permanent strain accumulation of unbound aggregates using machine learning algorithms
Jongmuk Won, Erol Tutumluer, Yong‐Hoon Byun
SJR Q1Transportation Geotechnics
Mechanics of MaterialsEngineering
11
12
Article|21 citations·2019
Impact of Solution Chemistry on Deposition and Breakthrough Behaviors of Kaolinite in Silica Sand
Jongmuk Won, Hyunwook Choo, Susan E. Burns
SJR Q1Journal of Geotechnical and Geoenvironmental Engineering

Understanding the transport and deposition behavior of particles within porous media is of importance because clogging can degrade the long-term performance of hydraulic infrastructure (e.g., artificial recharge system, cutoff walls, and infiltration structures) due to the reduction of hydraulic conductivity. In addition, the deposition behavior significantly affects the transport of contaminants that are favorably adsorbed to particles. Between the various factors affecting deposition behavior,

Environmental EngineeringEnvironmental Science
13
Article|21 citations·2019
Estimation of saturated hydraulic conductivity of coarse-grained soils using particle shape and electrical resistivity
Jongmuk Won, Junghee Park, Hyunwook Choo, Susan E. Burns
SJR Q2Journal of Applied GeophysicsOA
GeophysicsEarth and Planetary Sciences
14
Article|18 citations·2023
Impact of clay particle reattachment on suffusion of sand-clay mixtures
Jongmuk Won, Yongjoon Choe, Yerim Yang, Hangseok Choi
SJR Q1Journal of Rock Mechanics and Geotechnical EngineeringOA

The detached clay particles directly filtrated through the sand–clay mixture lead to suffusion; however, if the detached clay particles are subjected to reattachment, the degree of suffusion may be less significant. This study investigates the impact of clay particle reattachment on suffusion of sand–clay mixtures through laboratory soil-column experiments. The observed breakthrough curves (BTCs) of kaolinite, illite, and montmorillonite for 5 different column lengths (3 in, 6 in, 9 in, 12 in, a

Civil and Structural EngineeringEngineering
15
Article|17 citations·2019
Impact of Particle Size Distribution of Colloidal Particles on Contaminant Transport in Porous Media
Jongmuk Won, Dongseop Lee, Khanh Pham, Hyobum Lee, Hangseok Choi
SJR Q2Applied SciencesOA

The presence of retained colloidal particles causes the retardation of contaminant transport when the contaminant is favorably adsorbed to colloidal particles. Although the particle size distribution affects the retention behavior of colloidal particles, the impact of particle size distribution on contaminant transport has not been reported to date. This study investigates the impact of the particle size distribution of the colloidal particles on contaminant transport through numerical simulatio

Water Science and TechnologyEnvironmental Science

Research Areas

Civil and Structural EngineeringEnvironmental EngineeringAtmospheric ScienceOcean EngineeringRenewable Energy, Sustainability and the EnvironmentGeophysics

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