International Journal Articles (Google Scholar, ResearchGate)
[In preparation / Under review]
- Jinyoung Yoon*, Zhanzhao Li, Aleksandra Radlin´ska, Shelley M. Stoffels, Farshad Rajabipour, " Artificial Neural Network Model to Predict Long-Term Frictional Properties of Concrete Pavement" (In preparation).
- Jinyoung Yoon, Jiyoung Kim, Tae-Kyun Kim, Sung Tae Kim, Seung-Hyeon Hwang*, "Structural behavior of CFRP-reinforced Prestressed Concrete" (In preparation)
- Jinyoung Yoon*, Aidarus Yonis Muse, Sungwoo Park, Farshad Rajabipour, Sukhoon Pyo "Prediction of the R3 Test-based Reactivity of Supplementary Cementitious Materials: A Machine Learning Approach Utilizing Physical and Chemical Properties" (Submitted).
- Hyunjun Kim, Sung-Han Sim, Jinyoung Yoon, Junhwa Lee*, "Full-scale structural displacement measurement with camera ego-motion compensation using RGB and LiDAR cameras Standard Research Article" (Submitted)
- Tae-Kyun Kim, Jiyoung Kim, Seung-Hyeon Hwang, and Jinyoung Yoon*, "Comprehensive Investigation of Bond Properties of CFRP Cables with Concrete and Mortar" (Submitted)
- Tae-Kyun Kim, Seung-Hyeon Hwang, Jiyoung Kim, Woo-Tai Jung and Jinyoung Yoon*, "Analysis of Bond Strength of CFRP Cables with Concrete using Random Forest Model" (Submitted)
- Hyunjun Kim, Jinyoung Yoon*, (2024) "Deep Learning-based Automatic Estimation of Mineralogical Properties of Cementitious Materials". Journal of Materials in Civil Engineering. (Accepted).
- Zacharia Sao, Gopakumar Kaladharan, Jinyoung Yoon, Chiranjeevi Reddy Kamasani, Farshad Rajabipour*, Matthew J. Gombeda, (2024) "Strategies for Improving the Early Age Strength of High-Volume Fly Ash Binders for Precast Concrete". Journal of Materials in Civil Engineering. (Accepted).
- Seongho Han, Kamal H. Khayat, Sungwoo Park, Jinyoung Yoon*, (2024) "Machine learning-based approach for optimizing mixture proportion of recycled plastic aggregate concrete considering compressive strength, dry density, and production cost". Journal of Building Engineering. https://doi.org/10.1016/j.jobe.2023.108393.
- Jinyoung Yoon, Zhanzhao Li, Hyunjun Kim*, (2024) "Evaluation of aggregate segregation in self-consolidating concrete using 3D point cloud analysis". Journal of Building Engineering. https://doi.org/10.1016/j.jobe.2023.108199
- Tae-Kyun Kim, Seung-Hyeon Hwang, Jinyoung Yoon, Woo-Tai Jung, Sung-Tae Kim, Jiyoung Kim*, (2023) "Effect of Various Factors Related to the Bond-Type Anchorage System on Tensile Performance of Carbon Fiber-Reinforced Polymer Strand Cables". International Journal of Adhesion and Adhesives. doi.org/10.1016/j.ijadhadh.2023.103525
- Zhanzhao Li*, Te Pei, Weichao Ying, Wil V. Srubar III, Rui Zhang, Jinyoung Yoon, Hailong Ye, Ismaila Dabo, Aleksandra Radlińska, (2023) "Can domain knowledge benefit machine learning for concrete property prediction?". Journal of the American Ceramic Society. https://doi.org/10.1111/jace.19549
- Jinyoung Yoon*, Hyunjun Kim, Suhwan Ju, Zhanzhao Li, Sukhoon Pyo, (2023) "Framework for Rapid Characterization of Fresh Properties of Cementitious Materials using Point Cloud and Machine Learning". Construction and Building Materials.
https://doi.org/10.1016/j.conbuildmat.2023.132647 - Seung-Hyeon Hwang, Jiyoung Kim, Tae-Kyun Kim, Woo-Tai Jung, Sung Tae Kim, Jinyoung Yoon*, (2023) "Evaluation of Transfer Length of CFRP Tendon in Pretensioned Concrete Beam Using Embedded FBG Sensors", Structures. https://doi.org/10.1016/j.istruc.2023.05.153
- Gahyun Baek, Changsoo Lee, Jinyoung Yoon*, (2023) "Machine learning techniques to predict anaerobic digestion performance and stability under direct interspecies electron transfer-stimulated environments", Biochemical Engineering Journal. https://doi.org/10.1016/j.bej.2023.108840
- Jinyoung Yoon*, Khashayar Jafari, Raikhan Tokpatayeva, Sulapha Peethamparam, Jan Olek, Farshad Rajabipour, (2022) "Characterization and Quantification of the Pozzolanic Reactivity of Natural and Non-conventional Pozzolans", Cement and Concrete Composites.
DOI: https://doi.org/10.1016/j.cemconcomp.2022.104708 - Raikhan Tokpatayeva*, Alberto Castillo, Jinyoung Yoon, Gopakumar Kaladharan, Khashayar Jafari, R.M. Arachchige, Farshad Rajabipour, Sulapha Peethamparan, Jan Olek, (2022) "Comparative study of the reactivity and performance of different non-traditional and natural pozzolans in cementitious system", Advances in Civil Engineering Materials. DOI: 10.1520/ACEM20220021
- Jinyoung Yoon, Byung Il Choi, Jae Hong Kim*, (2022) "Adsorption properties of polycarboxylate ether-based superplasticizer on cement particles and their resultant dispersion", Frontiers of Structural and Civil Engineering. DOI:https://10.1007/s11709-022-0813-5
- Zhanzhao Li*, Jinyoung Yoon, Rui Zhang, Wil V. Srubar III, Ismaila Dabo, Farshad Rajabipour, Aleksandra Radlin´ska, (2022) "Machine learning in concrete science: A critical review of current issues and best practices", npj Computational Materials, 8(127). DOI: https://doi.org/10.1038/s41524-022-00810-x. - Giatec Best Paper Award 2023
- Khashayar Jafari*, Jinyoung Yoon, Raikhan Tokpatayeva, Jan Olek, Farsahd Rajabipour, (2022) "Surfactant assisted purification of an impure kaolinite clay to improve its pozzolanic reactivity in concrete", Journal of Materials in Civil Engineering, 34(6). DOI: 10.1061/ (ASCE)MT.1943-5533.0004216.
- Hyunjun Kim, Jinyoung Yoon, Jonghwa Hong, and Sung-Han Sim*, (2021) "Automated damage localization and quantification in concrete bridges using point cloud-based surface fitting strategy", Journal of Computing in Civil Engineering, 35(6). DOI: 10.1061/(ASCE)CP.1943-5487.0000993.
- Abel Shiferaw Alemu, Jinyoung Yoon, Million Tafesse, Yo-Seob Seo, Hyeong-Ki Kim*, Sukhoon Pyo*, (2021) "Practical considerations of porosity, strength, and acoustic absorption of structural pervious concrete", Case Studies in Construction Materials, 15.
https://doi.org/10.1016/j.cscm.2021.e00764. - Jinyoung Yoon, Hyunjun Kim, Sung-Han Sim, and Sukhoon Pyo*, (2021) "Framework for characterizing the time-dependent volumetric properties of aerated cementitious material", Construction and Building Materials, 284. https://doi.org/10.1016/j.conbuildmat.2021.122781
- Suhawn Ju, Jinyoung Yoon, Deokyong Sung*, Sukhoon Pyo*, (2020) "Mechanical Properties of Coal Ash Particle-Reinforced Recycled Plastic-Based Composites for Sustainable Railway Sleepers", Polymers, 12(10). https://doi.org/10.3390/polym12102287
- Jinyoung Yoon, Hyunjun Kim, Sung Woo Shin, and Sung-Han Sim*. (2020) "Rheology-based determination of injectable grout fluidity for preplaced aggregate concrete using ultrasonic tomography," Construction and Building Materials, 260.
https://doi.org/10.1016/j.conbuildmat.2020.120447 - Jinyoung Yoon, Hyunjun Kim, Sung-Han Sim, and Sukhoon Pyo*. (2020) "Characterization of Porous Cementitious Materials Using Microscopic Image Processing and X-ray CT Analysis", Materials, 13(3105). https://doi.org/10.3390/ma13143105
- Hyunjun Kim, Jinyoung Yoon, and Sung-Han Sim*. (2020) "Automated bridge component recognition from point clouds using deep learning", Structural Control and Health Monitoring, 27(9). https://doi.org/10.1002/stc.2591 - IASCM-SCHM 2021 Kobori Prize
- Jinyoung Yoon, Hyunjun Kim, Taehoon Koh, and Sukhoon Pyo*. (2020) "Microstructural characteristics of sound absorbable porous cement-based materials by incorporating natural fibers and aluminum powder", Construction and Building Materials, 243(20).
https://doi.org/10.1016/j.conbuildmat.2020.118167 - Jin Young Yoon, Hyunjun Kim, Young Joo Lee, and Sung-Han Sim*. (2019) "Prediction model for mechanical properties of lightweight aggregate concrete using artificial neural network", Materials, 12(17), 2678. https://doi.org/10.3390/ma12172678
- Jin Young Yoon, and Jae Hong Kim*. (2019) "Mechanical properties of preplaced lightweight aggregates concrete", Construction and Building Materials, 216, 440-449. https://doi.org/10.1016/j.conbuildmat.2019.05.010
- Dongyeop Han, Jin Young Yoon, and Jae Hong Kim*. (2019) "Control of viscosity of cementitious materials using waste limestone powder", International Journal of Concrete Structures and Materials, 13:28. https://doi.org/10.1186/s40069-018-0325-9
- Jin Young Yoon, Jun Young Lee, and Jae Hong Kim*. (2019) "Use of raw-state bottom ash for aggregates in construction materials", Journal of Material Cycles and Waste Management, 1-12. https://doi.org/10.1007/s10163-019-00841-5 - JMCWM Outstanding Paper Award
- Jin Hyun Lee, Jae Hong Kim*, and Jin Young Yoon. (2018) "Prediction of the yield stress of concrete considering the thickness of excess paste layer", Construction and Building Materials, 173. https://doi.org/10.1016/j.conbuildmat.2018.03.124
- Jin Young Yoon and Jae Hong Kim*. (2018) "Evaluation on the consumption and performance of polycarboxylates in cement-based materials", Construction and Building Materials, 158. https://doi.org/10.1016/j.conbuildmat.2017.10.004
- Jae Hong Kim*, Jin Hyun Lee, Tae Yong Shin, and Jin Young Yoon. (2017) "Rheological method for alpha test evaluation of developing superplasticizers’ performance: channel flow test", Advances in Materials Science and Engineering, 1-8. https://doi.org/10.1155/2017/4214086
- Jin Young Yoon, Jae Hong Kim*, Yoon Yi Hwang, and Dong Kyu Shin. (2015) "Lightweight concrete produced using a two-stage casting process", Materials, 8(4). https://doi.org/10.3390/ma8041384
Domestic Journal Articles
- Jin Young Yoon, and Sukhoon Pyo*. (2019), A review of the mitigation measures for reducing railway rolling noise from an infrastructure point of view, International Journal of Railway, 12(1), 1-9.
- 윤진영, 김재홍. (2017), "프리플레이스트 경량골재 콘크리트를 사용한 합성형 구조모듈 제작 및 성능평가", 한국건설순환자원학회 논문집