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Jongmuk Won

University of Ulsan

Ulsan

Korea, Republic of (South Korea)

SCHOLARLY PAPERS

10

DOWNLOADS

592

TOTAL CITATIONS

1

Scholarly Papers (10)

Assessing Shear Strength of Silica-Nash Geopolymer Composite Using Molecular Dynamic Simulation

Number of pages: 27 Posted: 07 Jul 2022
Koochul Ji, Pei Wang and Jongmuk Won
Georgia Institute of Technology, Hong Kong Polytechnic University and University of Ulsan
Downloads 69 (903,821)

Abstract:

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NASH geopolymer, molecular dynamics, shear strength, silica-geopolymer composite, ground improvement

Assessing Shear Strength of Silica-Nash Geopolymer Composite Using Molecular Dynamic Simulation

Number of pages: 27 Posted: 21 Sep 2022
Koochul Ji, Pei Wang and Jongmuk Won
Georgia Institute of Technology, Hong Kong Polytechnic University and University of Ulsan
Downloads 53 (1,049,673)

Abstract:

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NASH geopolymer, molecular dynamics, shear strength, silica-geopolymer composite, ground improvement

2.

Machine Learning-Based Pedotransfer Functions to Predict Soil Water Characteristics Curves

Number of pages: 32 Posted: 20 Apr 2023
Khanh Pham, Dongku Kim, Canh Le and Jongmuk Won
Vietnam National University - Ho Chi Minh City (VNU-HCM) - International University, Korea University, Vietnam National University Ho Chi Minh City and University of Ulsan
Downloads 83 (790,029)

Abstract:

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soil water characteristics curve, Machine Learning, pedotransfer function, Shapley value, permutation importance

3.

Assessing the Reuse of Liquid Nitrogen in Artificial Ground Freezing Through Field Experiments

Number of pages: 34 Posted: 14 Aug 2022
Korea Institute of Civil Engineering and Building Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, Korea University, Korea University and University of Ulsan
Downloads 79 (809,932)
Citation 1

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Artificial ground freezing, liquid nitrogen, reuse, field experiment, frozen wall

4.

Data-Driven Machine Learning Models for Predicting Engineering Properties in Deep-Sea Sediments

Number of pages: 28 Posted: 16 Oct 2024
University of Ulsan, Korea University, Hanyang University, Korea University and University of Ulsan
Downloads 61 (951,658)

Abstract:

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Shapley Additive Explanations, Machine Learning, data-driven approach, Deep-sea sediment, feature importance

5.

Utilizing physics-informed neural network and geotechnical distance field for solving three-dimensional nonlinear consolidation

Number of pages: 32 Posted: 13 Oct 2025
Tran-Gia-Khiem Nguyen and Jongmuk Won
Ulsan National Institute of Science and Technology (UNIST) and University of Ulsan
Downloads 50 (1,097,529)

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consolidation, physics-informed neural networks, geotechnical distance field, pore water pressure, geospatial interpolation

6.

A Framework for Estimating Soil Water Characteristic Curve and Hydraulic Conductivity Function of Permeable Reactive Media

Number of pages: 27 Posted: 15 May 2023
affiliation not provided to SSRN, University of Ulsan and Georgia Institute of Technology
Downloads 49 (1,074,648)

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Permeable reactive barrier, Iron oxide, zeolite, soil water characteristic curve, hydraulic conductivity function

7.

Laboratory Investigation on Excavation Performance of Foam-Conditioned Weathered Granite Soil for Epb Shield Tunneling

Number of pages: 23 Posted: 09 Mar 2023
University of Ulsan, affiliation not provided to SSRN, Korea Development Bank, affiliation not provided to SSRN and Korea University
Downloads 40 (1,183,237)

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weathered granite soil, earth pressure balance, foam, soil conditioning, tunnel boring machine

8.

Impact of biopolymer treated-filter sand on base-filter compatibility

Number of pages: 30 Posted: 22 Dec 2025
Sungjun Cho, Junhyeok Kwak, Sehui Oh and Jongmuk Won
affiliation not provided to SSRN, Korea University, affiliation not provided to SSRN and University of Ulsan
Downloads 39 (1,196,171)

Abstract:

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9.

A Novel Approach to Estimate Sand Particle-Size Using Convolutional Neural Network with Acoustic Sensing

Number of pages: 30 Posted: 29 Aug 2023
Pukyong National University, Pukyong National University, University of Ulsan, University of Ulsan and Korea University
Downloads 36 (1,249,711)

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Particle size, sand, convolutional neural network, ultrasound signal, classification

10.

Nonionic Polyacrylamide-Clay Interaction: Insight from Sedimentation Experiments and Viscosity

Number of pages: 29 Posted: 06 May 2025
Georgia Institute of Technology, affiliation not provided to SSRN, Korea University, University of Ulsan and Georgia Institute of Technology
Downloads 33 (1,277,121)

Abstract:

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nonionic polyacrylamide, clay mineralogy, interaction energy, sedimentation test, Viscosity