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SciProfiles: 521140

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Works (7)

Application of Mask R-CNN and YOLOv8 Algorithms for Concrete Crack Detection

IEEE Access
2024 | Journal article
DOI: 10.1109/ACCESS.2024.3469951
Contributors: Yongjin Choi; Byongkyu Bae; Taek Hee Han; Jaehun Ahn
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Inverse analysis of granular flows using differentiable graph neural network simulator

Computers and Geotechnics
2024-07 | Journal article
DOI: 10.1016/j.compgeo.2024.106374
Contributors: Yongjin Choi; Krishna Kumar
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Sequence Deep Learning for Seismic Ground Response Modeling: 1D-CNN, LSTM, and Transformer Approach

Applied Sciences
2024-07-30 | Journal article
DOI: 10.3390/app14156658
Contributors: Yongjin Choi; Huyen-Tram Nguyen; Taek Hee Han; Youngjin Choi; Jaehun Ahn
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Graph Neural Network-based surrogate model for granular flows

Computers and Geotechnics
2024-02 | Journal article
DOI: 10.1016/j.compgeo.2023.106015
Contributors: Yongjin Choi; Krishna Kumar
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Accelerating Particle and Fluid Simulations with Differentiable Graph Networks for Solving Forward and Inverse Problems

2023-11-12 | Conference paper
DOI: 10.1145/3624062.3626082
Contributors: Krishna Kumar; Yonjin Choi
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Prediction Models Based on Regression and Artificial Neural Network for Moduli of Layers Constituted by Open-Graded Aggregates

Materials
2021-03-04 | Journal article
DOI: 10.3390/ma14051199
Contributors: Yunje Lee; Yongjin Choi; Donghyun Ahn; Jaehun Ahn
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Compaction Quality Monitoring of Open-Graded Aggregates by Light Weight Deflectometer and Soil Stiffness Gauge

Sustainability
2020-03-23 | Journal article
DOI: 10.3390/su12062521
Contributors: Yongjin Choi; Donghyun Ahn; Yunje Lee; Jaehun Ahn
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Peer review (2 reviews for 2 publications/grants)

Review activity for Chemical engineering journal. (1)
Review activity for Journal of Rock Mechanics and Geotechnical Engineering. (1)
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