Publications

Framework for the automated generation of 2-dimensional architectural drawings from building information models using deep learning

  • Authors: Sohyun Kim, Changsoon Choi, Kwangbok Jeong, Jaewook Lee, Taehoon Hong, Choongwan Koo, Jongback An
    Journal: Expert Systems with Applications
    Year: 2025

Automated door placement in architectural plans through combined deep-learning networks of ResNet-50 and Pix2Pix-GAN

  • Authors: Sohyun Kim, Jimin Lee, Kwangbok Jeong, Jaewook Lee, Taehoon Hong, Jongbaek An
    Journal: Expert Systems with Applications
    Year: 2024

Framework of BIM-Based Quantitative Evaluation for Enhancing Fire Safety Performance of Buildings

  • Authors: Sohyun Kim, Jongil Ma, Jaewook Lee, Taehoon Hong, Jongbaek An, Kwangbok Jeong
    Journal: Journal of Management in Engineering
    Year: 2024

Deep learning–based automated generation of material data with object–space relationships for scan to BIM

  • Authors: Sohyun Kim, Kwangbok Jeong, Taehoon Hong, Jaehong Lee, Jaewook Lee
    Journal: Journal of Management in Engineering
    Year: 2023

An integrated assessment framework of economic, environmental, and human health impacts using scan-to-BIM and life-cycle assessment in existing buildings

  • Authors: Sohyun Kim, Hyeonggyun Kim, Jaewook Lee, Taehoon Hong, Kwangbok Jeong
    Journal: Journal of Management in Engineering
    Year: 2023

Dr. Sohyun Kim | Architectural Engineering | Best Researcher Award

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