@article{lee2025impactecho,
  author    = {Lee, Sang Min and Hong, Jiyoung and Choi, Hajin and Kang, Thomas H.-K.},
  title     = {Machine Learning Assisted Method for Automated Impact-Echo Testing of Concrete Structures},
  journal   = {Journal of Nondestructive Evaluation},
  volume    = {44},
  number    = {4},
  pages     = {121},
  year      = {2025},
  doi       = {10.1007/s10921-025-01260-3},
  url       = {https://link.springer.com/article/10.1007/s10921-025-01260-3}
}

@article{lee2025lightweight,
  author  = {Lee, Sang Min and Choi, Hyun Su and Kim, Chul and Kang, Thomas H.-K.},
  title   = {Lightweight Alternative Machine Learning Model for Automating Concrete Crack Image Classification},
  journal = {ACI Structural Journal},
  volume  = {122},
  number  = {5},
  year    = {2025}
}

@article{lee2025svdd,
  author  = {Lee, Young Il and Lee, Sang Min and Kang, Thomas H.-K.},
  title   = {Multiclass Deep Support Vector Data Description for Structural Health Monitoring},
  journal = {Journal of Structural Engineering},
  volume  = {151},
  number  = {12},
  year    = {2025},
  doi     = {10.1061/JSENDH.STENG-14823},
  url     = {https://ascelibrary.org/doi/full/10.1061/JSENDH.STENG-14823}
}

@article{ahn2023windprediction,
  author  = {Ahn, Byungjun and Lee, Donghyun and Lee, Sang Min and Kang, Thomas H.-K.},
  title   = {{인공신경망을 활용한 위성사진 기반 기대풍속 예측 방법론에 관한 연구}},
  journal = {한국풍공학회논문집},
  volume  = {27},
  number  = {4},
  pages   = {135--142},
  year    = {2023}
}

@article{lee2023smartimpactecho,
  author  = {Lee, Sang Min and Choi, Hajin and Kang, Thomas H.-K.},
  title   = {{스마트 임팩트 에코 검사를 위한 기계학습 응용}},
  journal = {건축(대한건축학회지)},
  volume  = {67},
  number  = {3},
  pages   = {47--50},
  year    = {2023}
}

@article{lee2022compressive,
  author  = {Lee, Sang Min and Sung, Han Sol and Kang, Thomas H.-K.},
  title   = {Comparison of Performance for Predicting Compressive Strength of Concrete Using Machine Learning},
  journal = {Journal of the Korea Concrete Institute},
  volume  = {34},
  number  = {5},
  pages   = {505--513},
  year    = {2022}
}

% Generated from contents/publications.yml

@inproceedings{lee2026comurag,
  author    = {Lee, S. M. and Kang, T. H.-K.},
  title     = {{CoMuRAG: Condition-mutated hard negatives for safety-sensitive Korean building-code retrieval}},
  booktitle = {ACM/IEEE Joint Conference on Digital Libraries (JCDL 2026)},
  year      = {2026}
}

@inproceedings{park2026experimental,
  author    = {Park, H. G. and Lee, S. M. and Kang, T. H.-K.},
  title     = {{원전 격납건물 라이너 플레이트 배면 결함의 임팩트 에코 응답 특성에 관한 실험적 연구}},
  booktitle = {한국콘크리트학회 학술대회 논문집},
  volume    = {38},
  number    = {2},
  year      = {2026}
}

@inproceedings{park2026modified,
  author    = {Park, H. G. and Lee, S. M. and Kang, T. H.-K.},
  title     = {{Modified impact-echo testing of liner-plate-backed concrete in nuclear containment buildings}},
  booktitle = {ACEM26 / Structures26},
  year      = {2026}
}

@inproceedings{lee2026deep,
  author    = {Lee, S. M. and Kang, T. H.-K.},
  title     = {{축소된 풍압공 계측자료를 활용한 딥러닝 기반 풍하중 시간이력 재구성}},
  booktitle = {한국풍공학회 제29회 학술대회},
  volume    = {29},
  number    = {1},
  pages     = {73--74},
  year      = {2026}
}

@inproceedings{lee2026development,
  author    = {Lee, S. M. and Kang, T. H.-K.},
  title     = {{콘크리트 내부결함 탐사를 위한 엣지AI 임팩트에코 시스템 개발 연구}},
  booktitle = {한국콘크리트학회 학술대회 논문집},
  volume    = {38},
  number    = {1},
  pages     = {267--268},
  year      = {2026}
}

@inproceedings{park2026applying,
  author    = {Park, H. G. and Lee, S. M. and Kang, T. H.-K.},
  title     = {{원전 격납건물 라이너플레이트 배면 콘크리트 내부 결함 모사를 통한 임팩트 에코 검사 적용 연구}},
  booktitle = {한국콘크리트학회 학술대회 논문집},
  volume    = {38},
  number    = {1},
  pages     = {273--274},
  year      = {2026}
}

@inproceedings{lee2025retrieval,
  author    = {Lee, S. M. and Kang, T. H.-K.},
  title     = {{Retrieval augmented generation for assistance of using wind load design codes}},
  booktitle = {The 10th Asia-Pacific Conference on Wind Engineering (APCWE10)},
  year      = {2025}
}

@inproceedings{lee2025clustering,
  author    = {Lee, S. M. and Kang, T. H.-K.},
  title     = {{딥러닝을 활용한 콘크리트 건물의 벽면 풍압계수 클러스터링 연구}},
  booktitle = {한국콘크리트학회 학술대회 논문집},
  volume    = {37},
  number    = {1},
  pages     = {13--14},
  year      = {2025}
}

@inproceedings{lee2024monitoring,
  author    = {Lee, Y. I. and Lee, S. M. and Kang, T. H.-K.},
  title     = {{멀티클래스 심층 SVDD를 활용한 콘크리트 건축물 모니터링 연구}},
  booktitle = {한국콘크리트학회 학술대회 논문집},
  volume    = {36},
  number    = {2},
  pages     = {345--346},
  year      = {2024}
}

@inproceedings{lee2024large,
  author    = {Lee, S. M. and Kang, T. H.-K.},
  title     = {{전문가 혼합 아키텍처를 활용한 건축구조기준 특화 대규모 언어모델 프레임워크}},
  booktitle = {한국콘크리트학회 학술대회 논문집},
  volume    = {36},
  number    = {2},
  pages     = {343--344},
  year      = {2024}
}

@inproceedings{lee2024multi,
  author    = {Lee, S. M. and Lee, Y. I. and Kang, T. H.-K.},
  title     = {{Multi-sphere deep SVDD for system identification of building structure}},
  booktitle = {The 2024 World Congress on Advances in Civil, Environmental, and Materials Research (ACEM24)},
  year      = {2024}
}

@inproceedings{lee2024representation,
  author    = {Lee, S. M. and Choi, H. S. and Kim, C. and Kang, T. H.-K.},
  title     = {{Representation learning for classification of concrete crack images}},
  booktitle = {The 2024 Structures Congress},
  address   = {Seoul, Korea},
  year      = {2024}
}

@inproceedings{lee2024lightweighting,
  author    = {Lee, S. M. and Choi, H. S. and Kim, C. and Kang, T. H.-K.},
  title     = {{Lightweighting concrete crack image classification machine learning models for on-device AI}},
  booktitle = {Proceedings of the Korea Concrete Institute Conference},
  volume    = {36},
  number    = {1},
  pages     = {57--58},
  year      = {2024}
}

@inproceedings{lee2023automating,
  author    = {Lee, S. M. and Choi, H. and Kang, T. H.-K.},
  title     = {{머신러닝 응용 임팩트 에코 검사 자동화 연구}},
  booktitle = {한국콘크리트학회 학술대회 논문집},
  volume    = {35},
  number    = {1},
  pages     = {187--188},
  year      = {2023}
}

@inproceedings{lee2022clustering,
  author    = {Lee, S. M. and Kang, T. H.-K.},
  title     = {{Clustering wind pressure tap using dynamic time warping}},
  booktitle = {8th European-African Conference on Wind Engineering (EACWE2022)},
  address   = {Bucharest, Romania},
  year      = {2022}
}

@inproceedings{lee2022shear,
  author    = {Lee, S. M. and Kang, T. H.-K.},
  title     = {{Shear strength prediction of prestressed concrete based on machine learning}},
  booktitle = {The 2022 Structures Congress},
  address   = {Seoul, Korea},
  year      = {2022}
}

@inproceedings{lee2022machine,
  author    = {Lee, S. M. and Sung, H. S. and Kang, T. H.-K.},
  title     = {{머신러닝 기반 콘크리트 압축강도 예측 연구}},
  booktitle = {한국콘크리트학회 학술대회 논문집},
  volume    = {34},
  number    = {1},
  pages     = {179--180},
  year      = {2022}
}

@inproceedings{lee2021prediction,
  author    = {Lee, S. M. and Kang, T. H.-K.},
  title     = {{Prediction of wind pressure coefficients on high-rise building façade using LSTM RNN model for sensor reduction}},
  booktitle = {The 2021 World Congress on Advances in Structural Engineering and Mechanics (ASEM21)},
  year      = {2021}
}

@inproceedings{lee2021predictionb,
  author    = {Lee, S. M. and Kang, T. H.-K.},
  title     = {{장단기기억 순환신경망 기반 콘크리트 건물 벽면 풍압계수 예측 연구}},
  booktitle = {한국콘크리트학회 학술대회 논문집},
  volume    = {33},
  number    = {2},
  pages     = {155--156},
  year      = {2021}
}

@inproceedings{lee2021predictionc,
  author    = {Lee, S. M. and Kang, T. H.-K.},
  title     = {{LSTM 네트워크를 활용한 콘크리트 건물의 벽면 풍압계수 예측 연구}},
  booktitle = {한국콘크리트학회 학술대회 논문집},
  volume    = {33},
  number    = {1},
  pages     = {189--190},
  year      = {2021}
}

@mastersthesis{lee2023machine,
  author = {Lee, S. M.},
  title  = {{Machine learning application to automated impact-echo test for concrete structures}},
  school = {Seoul National University},
  year   = {2023}
}

@misc{lee2021design,
  author       = {Lee, S. M.},
  title        = {{조도에 따른 자동 개폐성 차양장치의 설계 및 사물인터넷 기술을 이용한 동작 최적화 알고리즘의 구현에 대한 연구}},
  howpublished = {Seoul National University},
  note         = {Bachelor's thesis},
  year         = {2021}
}

@misc{lee2021optimal,
  author       = {Lee, S. M.},
  title        = {{마이크로그리드 내 에너지저장장치(ESS) 최적 운영 방안에 대한 연구}},
  howpublished = {Seoul National University},
  note         = {Bachelor's thesis},
  year         = {2021}
}

@misc{lee2016applications,
  author       = {Lee, S. M. and Jeon, Y. C.},
  title        = {{GeoGebra를 활용한 Cycloid 곡선의 응용과 일반화에 대한 연구}},
  howpublished = {Korea Science Academy of KAIST},
  note         = {Graduation research},
  year         = {2016}
}

@misc{lee2015research,
  author       = {Lee, S. M. and Jeon, Y. C.},
  title        = {{A research on generalization and applications of cycloid}},
  howpublished = {GeoGebra Global Gathering 2015},
  address      = {Linz, Austria},
  year         = {2015}
}

@misc{jeon2015boolean,
  author       = {Jeon, Y. C. and Cha, S. H. and Lee, S. M. and Jung, S. H.},
  title        = {{Boolean 환과 그 일반화에 대한 연구}},
  howpublished = {한국수학교육학회 뉴스레터},
  volume       = {31},
  number       = {4},
  pages        = {11},
  year         = {2015}
}

@misc{lee2014algebraic,
  author       = {Lee, S. M. and Lee, C. H. and Jung, S. H. and Jung, J. S. and Kim, Y. G. and Jeon, Y. C. and Cheon, J. A.},
  title        = {{곱셈에 대한 교환법칙이 성립하지 않는 대수적 구조에 대한 연구}},
  howpublished = {Korea Science Academy of KAIST},
  note         = {R\&E report},
  year         = {2014}
}

@misc{jeon2014generalization,
  author       = {Jeon, Y. C. and Kim, Y. G. and Lee, S. M. and Lee, C. H. and Jung, S. H. and Jung, J. S.},
  title        = {{정역의 일반화에 대한 연구}},
  howpublished = {한국수학교육학회 뉴스레터},
  volume       = {30},
  number       = {5},
  pages        = {17},
  year         = {2014}
}