Kichang Choi

Kichang Choi

Smart Infrastructure Lab

논문

🇺🇸 English

주요 논문

RAMASC 프레임워크
신규 · 2026

RAMASC: A Retrieval-Augmented Multi-Agent Framework for Automated Structural Calculation

Choi, K., Jeong, M., Kim, T., Kim, S., Baek, S., & Kim, H. (2026)

Advanced Engineering Informatics

📄 논문 보기

Construct-RAG 프레임워크

Retrieval Optimization for Construction Documents in Low-Resource Languages Using Contrastive Sentence Generation and Matryoshka Representation Learning

Choi, K., Jeong, M., Shin, Y., Ma, J., Kim, K., & Kim, H. (2025)

Automation in Construction

📄 논문 보기

프레임워크 개요

프레임워크 개요

Matryoshka 검색

Matryoshka 검색

프리프린트 & 진행 중인 연구

MANTA
SSRN · 심사 중

MANTA: Multivariate Attention Network for Short-Term Water-Level Forecasting

Choi, K., Shin, Y., Kim, Y., Osman, K., & Kim, H. (2026)

홍수 조기 경보를 위한 실시간·위치 독립적 수위 예측 프레임워크로, 극한 변동 조건의 전국 수위 데이터로 검증되었습니다.

📄 SSRN 🌊 실시간 시스템

학술 논문

  1. Idrees, S., Nugraha, J.A., Tahir, S., Choi, K., Choi, J., Ryu, D.H., Kim, J.H. (2024). “Automatic concrete slump prediction of concrete batching plant by deep learning”, DEVELOPMENTS IN THE BUILT ENVIRONMENT.

  2. Basha, S.I., Nugraha, J.A., Rehman, A.U., Choi, K., Park, S., Kim, J.H. (2024). “Structuration and yield strength characterization of hybrid alkali-activated cement composites (HACC) for ultra-rapid 3D construction printing”, CONSTRUCTION AND BUILDING MATERIALS.

  3. Rehman, A.U., Kang, M., Basha, S.I., Choi, K., Kim, J.H. (2024). “Knife Cut Test of Concrete: The Introduction of a New Test Method for Measurement of the Structural Build-Up of 3D Concrete Printing Materials”, RILEM BOOKSERIES.

  4. Rehman, A.U., Basha, S.I., Choi, K., Kang, M., Kim, J.H. (2024). “An Analysis of Penetrometer Test Methods for Structural Build-Up in Stiff and Accelerated 3D Concrete Printing Mixtures”, SPRINGER.

학회 발표

  1. Chern, W.C., Choi, K., Asari, V., Kim, H. “The 10th International Conference on Construction Engineering and Project Management”, ICCEPM, 삿포로, 일본 (2024.07) - 구두 발표

  2. Choi, K., Baek, S., Kim, H. “2024 정기 학술대회”, 한국건설관리학회, 제주 (2024.11) - 구두 발표

  3. Choi, K., Baek, S., Ma, J., Kim, H. “Efficient RAG(Retrieval-Augmented Generation) for Construction in Low-Resource Language”, ISARC. Proceedings of the International Symposium on Automation and Robotics in Construction - 구두 발표