Jun Su Park

Jun Su Park

I am an Assistant Professor in the School of AI Convergence at Handong Global University. Trained in architectural engineering with a focus on structural systems, I bring both academic and industry experience. I develop AI-based methods to solve real-world problems in the built environment.

My current work focuses on structural design optimization and automation, and on computer-vision-based methods for remote, automated inspection and monitoring of construction sites.

Email: junsu [at] handong.edu | Webpage: https://jspcv.com | Google Scholar

Research Interests: Structural engineering, optimization, computer vision, and neural networks

Education

Ph.D. in Architectural Engineering, Yonsei University, Seoul, Korea (Mar 2022 – Feb 2025)

Dissertation: Artificial Intelligence-Based Integration Model for Design, Construction, and Health Monitoring of Building Structures
Advisor: Prof. Hyo Seon Park

M.S. in Architectural Engineering, Yonsei University, Seoul, Korea (Mar 2014 – Feb 2016)

Dissertation: A Proposal for a Vision-Based Stress Estimation Model Using Cubic Smoothing Spline
Advisor: Prof. Hyo Seon Park

B.S. in Architectural Engineering, Yonsei University, Seoul, Korea (Mar 2007 – Feb 2014)

Hansung Science High School, Seoul, Korea (Mar 2005 – Feb 2007)

Professional Experience

Handong Global University, Pohang, Korea

Assistant Professor in the School of AI Convergence (Sep 2025–Present)

Yonsei University, Seoul, Korea

Researcher (Mar 2025–Aug 2025)
Researcher (Jan 2022–Feb 2022)
Conducted research on developing structural design optimization and automation methods, as well as computer vision-based methods for construction site inspection and monitoring.

I Engineering, Korea

Structural Engineer (Oct 2020–Dec 2021)
Performed structural engineering tasks for building design and modular structure transportation, lifting, and installation.

S Engineering, Korea

Structural Engineer (Apr 2020–Sep 2020)
Performed structural engineering tasks for building design and modular structure transportation, lifting, and installation.

LG Hausys (now LX Hausys), Korea

Research Engineer (Jan 2016–Mar 2020)
Conducted research and development on window, curtain wall, and door systems.

Journal Publications

SCIE-Indexed Journal Papers

(based on JCR 2023)

[Aa13] Joohyun An, Jun Su Park, Hyo Seon Park. (2025). Integrated Truss Optimization Using a Ternary-Quantized Gradient Method With Implicit Topology Control. Computer-Aided Civil and Infrastructure Engineering, (Online First). (SCIE, IF: 8.50, JIF Rank: 2/182 (Top 1.10%), Publisher: Wiley)

[Aa12] Jun Su Park, Jae Young Kang, Hyo Seon Park. (2025). Remote Measurement of Reinforcing Bar Spacing and Length From an Oblique Photograph Using a Novel Perspective Correction Technique. Computer‐Aided Civil and Infrastructure Engineering, 40(22), 3451-3465. (SCIE, IF: 8.50, JIF Rank: 2/182 (Top 1.10%), Publisher: Wiley)

[Aa11] Jun Su Park, Insub Choi, JunHee Kim, Hyo Seon Park. (2025). Rapid Simulation Method for Assessing Seismic Damage to Building Curtain Walls on a Regional Scale Using Designed Wind Load Capacity. Integrated Computer-Aided Engineering, 32(2), 143-157. (SCIE, IF: 5.80, JIF Rank: 13/181 (Top 7.18%), Publisher: IOS Press / Sage Publications)

[Aa10] Hyo Seon Park, Jun Su Park, Woo Chan Jung, Byung Kwan Oh. (2025). Damage Localization Method for Building Structures Using Convex Hull Area of Scattered Structural Measurements. Structures, 74, 108442. (SCIE, IF: 3.90, JIF Rank: 35/182 (Top 19.23%), Publisher: Elsevier)

[Aa9] Jun Su Park, Sinwon Park, Byung Kwan Oh, Taehoon Hong, Dong-Eun Lee, Hyo Seon Park. (2024). Estimation of Concrete Compressive Strength From Non-Destructive Tests Using a Customized Neural Network and Genetic Algorithm. Applied Soft Computing, 164, 111941. (SCIE, IF: 7.20, JIF Rank: 16/170 (Top 9.41%), Publisher: Elsevier)

[Aa8] Jun Su Park, Taehoon Hong, Dong‐Eun Lee, Hyo Seon Park. (2024). Constraint-Aware Optimization Model for Plane Truss Structures via Single-Agent Gradient Descent. Computer‐Aided Civil and Infrastructure Engineering, 39(18), 2737-2759. (SCIE, IF: 8.50, JIF Rank: 2/182 (Top 1.10%), Publisher: Wiley)

[Aa7] Jun Su Park, Seung Kyu Jang, Taehoon Hong, Dong-Eun Lee, Hyo Seon Park. (2024). Mapping Top-Two-Floor Corner Coordinates to Building Strains in Deep Latent Space. Journal of Building Engineering, 82, 108279. (SCIE, IF: 6.70, JIF Rank: 9/182 (Top 4.95%), Publisher: Elsevier)

[Aa6] Jun Su Park, Hyo Seon Park. (2024). Automated Reconstruction Model of a Cross-Sectional Drawing From Stereo Photographs Based on Deep Learning. Computer‐Aided Civil and Infrastructure Engineering, 39(3), 383-405. (SCIE, IF: 8.50, JIF Rank: 2/182 (Top 1.10%), Publisher: Wiley)

[Aa5] Yousok Kim, Jun Su Park, Byung Kwan Oh, Tongjun Cho, Jong Moon Kim, Sung Hoon Kim, Hyo Seon Park. (2019). Practical Wireless Safety Monitoring System of Long-Span Girders Subjected to Construction Loading a Building Under Construction. Measurement, 146, 524-536. (SCIE, IF: 5.20, JIF Rank: 17/181 (Top 9.39%), Publisher: Elsevier)

[Aa4] Hyo Seon Park, Jun Su Park, Byung Kwan Oh. (2017). Vision-Based Stress Estimation Model for Steel Frame Structures With Rigid Links. Measurement Science and Technology, 28(7), 075104. (SCIE, IF: 2.70, JIF Rank: 40/181 (Top 22.10%), Publisher: IOP Publishing)

[Aa3] Se Woon Choi, Byung Kwan Oh, Jun Su Park, Hyo Seon Park. (2016). Sustainable Design Model to Reduce Environmental Impact of Building Construction With Composite Structures. Journal of Cleaner Production, 137, 823-832. (SCIE, IF: 9.80, JIF Rank: 24/358 (Top 6.70%), Publisher: Elsevier)

[Aa2] Byung Kwan Oh, Jun Su Park, Se Woon Choi, Hyo Seon Park. (2016). Design Model for Analysis of Relationships Among CO2 Emissions, Cost, and Structural Parameters in Green Building Construction With Composite Columns. Energy and Buildings, 118, 301-315. (SCIE, IF: 6.60, JIF Rank: 11/182 (Top 6.04%), Publisher: Elsevier)

[Aa1] Jun Su Park, Byung Kwan Oh, Se Woon Choi, Hyo Seon Park. (2016). Sensor-Free Stress Estimation Model for Steel Beam Structures Using a Motion Capture System. IEEE Sensors Journal, 16(8), 2701-2713. (SCIE, IF: 4.30, JIF Rank: 15/76 (Top 19.74%), Publisher: IEEE)

SCOPUS-Indexed Journal Papers

(based on CiteScore 2023)

[Ab1] Jun Su Park, Joohyun An, Hyo Seon Park. (2023). Computer Vision-Based Structural Health Monitoring: A Review. International Journal of High-Rise Buildings, 12(4), 321-333. (SCOPUS, CiteScore: 1.10, CiteScore Rank: 71/189 (Top 37.57%), Publisher: Korean Council on Tall Buildings and Urban Habitat)

International Academic Activities

(including Conferences, Symposia, Workshops, Congresses, and Forums)

Presentations Published in Proceedings

[Ba6] Seungtae Chun, Jun Su Park, Hyo Seon Park. Reformulating Peak Counting Into a Circle Counting Approach to Enhance the Robustness of Automated Rebar Counting. Presented at The Eighteenth International Conference on Civil, Structural and Environmental Engineering Computing, Cagliari, Sardinia, Italy, August 27-29, 2025; published in Proceedings of the Eighteenth International Conference on Civil, Structural and Environmental Engineering Computing, CCC 10, 16.3. Civil-Comp Press, 2025. (CONFERENCE)

[Ba5] Jae Young Kang, Jun Su Park, Hyo Seon Park. Reinforcing Bar Segmentation From Depth-Camera-Captured Point Cloud Data. Presented at The Twelfth International Conference on Engineering Computational Technology (ECT 2024), Prague, Czech Republic, September 4-6, 2024; published in Proceedings of the Twelfth International Conference on Engineering Computational Technology, CCC 8, Paper 7.1. Civil-Comp Press, 2024. (CONFERENCE)

[Ba4] Jun Su Park, Hyo Seon Park. Stiffness Optimization Method for Two-Dimensional Cantilever Truss With Cross-Sectional Redistribution and Node Rearrangement Using Adam Optimizer. Presented at The 12th International Symposium on Steel Structures (ISSS-2023), Jeju, Korea, November 8-11, 2023; published in Proceedings Innovative Technologies & Materials in Steel Structures ISSS-2023, 868-871. Korean Society of Steel Construction (KSSC), 2023. (SYMPOSIUM)

[Ba3] Sinwon Park, Jewoo Choi, Jun Su Park, Hyo Seon Park. Vibration Control Effect of Locally Resonant Metamaterials on Serviceability of Floors: An Analytical Investigation. Presented at The Seventeenth International Conference on Civil, Structural and Environmental Engineering Computing (CIVIL-COMP 2023), Pécs, Hungary, August 28-31, 2023; published in Proceedings of the Seventeenth International Conference on Civil, Structural and Environmental Engineering Computing, CCC 6, Paper 11.7. Civil-Comp Press, 2023. (CONFERENCE)

[Ba2] Jun Su Park, Hyo Seon Park. High-Precision Dimensional Measurement of a Curtain Wall Cross-Section Using Image Super-Resolution. Presented at 9th Asia-Pacific Workshop on Structural Health Monitoring (9APWSHM), Cairns, Australia, December 7-9, 2022; published in Materials Research Proceedings, 27, 223-227. Materials Research Forum LLC, 2023. (WORKSHOP)

[Ba1] Jun Su Park, Byung Kwan Oh, Se Woon Choi, Tongjun Cho, Yousok Kim, Hyo Seon Park. A Proposal of the Gage-Free Safety Assessment Technique for the Steel Beam Structure Under Uncertain Loads and Support Conditions Using Motion Capture System. Presented at 6th International Conference on Ad Hoc Networks (ADHOCNETS 2014), Rhodes, Greece, August 18-19, 2014; published in Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST), 140, 219-227. Springer, 2014. (CONFERENCE)

Presentations With Abstracts, Extended Abstracts, Short Papers, or Posters

[Bb1] Jun Su Park, Kwangsup Yoon, Eunsu Jung, Hyo Seon Park. Training a Construction Member Detection Model With Synthetic Datasets. Presented at 8th International Congress on Crossover Between Structure & Design. Seoul, Korea, October 18-20, 2023. (CONGRESS)

Informal or Unpublished Presentations

[Bc2] Jun Su Park. Constraint‐aware Optimization Model for Plane Truss Structures via Single‐agent Gradient Descent. Presented at The 9th Korea-China-Japan Workshop on Structural Assessment and Health Monitoring. Shizuoka, Japan, July 14-15, 2024. (WORKSHOP)

[Bc1] Jun Su Park. Automated Cross-Sectional Measurement Based on Photo-to-Sectional Drawing Translation. Presented at The 8th Japan-Korea-China Workshop on Structural Assessment and Health Monitoring. Chengdu, China, August 28-29, 2023. (WORKSHOP)

Domestic Academic Activities

(including Conferences, Symposia, Workshops, Congresses, and Forums)

Presentations With Abstracts, Extended Abstracts, Short Papers, or Posters

[Cb11] 안주현, 박준수, 박효선. 유전 알고리즘을 활용한 철골 프레임 자동 설계 모델. 발표: 2024년 대한건축학회 추계학술발표대회, 경주, 대한민국, 2024년 10월 23-25일; 출판: 대한건축학회 추계학술발표대회 논문집, 44(2), 730, 대한건축학회, 2024. (CONFERENCE)

[Cb10] 안주현, 박준수, 박효선. 깊이 카메라를 활용한 건축물 개구부 치수 계측 정확도 평가. 발표: 2023년 대한건축학회 추계학술발표대회, 정선, 대한민국, 2023년 10월 25-27일; 출판: 대한건축학회 추계학술발표대회 논문집, 43(2), 396, 대한건축학회, 2023. (CONFERENCE)

[Cb9] 강재영, 박준수, 박효선. 상·중·하층부 메가 브레이스 결합점 위치에 따른 초고층 건축물의 횡강성 변화 분석. 발표: 2023 한국구조물진단유지관리공학회 가을 학술발표회 및 포럼, 양양, 대한민국, 2023년 10월 11-13일; 출판: 한국구조물진단유지관리공학회 학술발표회 논문집, 27(2), 29, 한국구조물진단유지관리공학회, 2023. (CONFERENCE)

[Cb8] 임성재, 박준수, 박효선. 장기 구조 건전도 모니터링을 위한 GAIN 기반 센서 네트워크 유실 데이터 복원 및 최적 센서 위치 선정. 발표: 2023 한국전산구조공학회 정기학술대회, 여수, 대한민국, 2023년 4월 13-14일; 출판: 2023 한국전산구조공학회 정기학술대회 초록집, p.74, 한국전산구조공학회, 2023. (CONFERENCE)

[Cb7] 임성재, 박준수, 박효선. 장기 구조 건전도 모니터링을 위한 GAIN 기반 센서 네트워크 결측 데이터 복원. 발표: 2022 한국전산구조공학회 학술심포지엄, 고성, 대한민국, 2022년 11월 24-25일; 출판: 2022 한국전산구조공학회 학술심포지엄 초록집, p.78, 한국전산구조공학회, 2022. (SYMPOSIUM)

[Cb6] 박신원, 박준수, 박효선. 스마트폰을 이용한 커튼월 합성 단면의 유효 휨강성 추정 기법. 발표: 2022년 대한건축학회 추계학술발표대회, 제주, 대한민국, 2022년 10월 26-28일; 출판: 2022년 대한건축학회 추계학술발표대회 논문집, 42(2), 511, 대한건축학회, 2022. (CONFERENCE)

[Cb5] 황현택, 박준수, 박효선. 단일 카메라 영상을 이용한 MLP 기반 변형률 예측 기법. 발표: 2022년 대한건축학회 추계학술발표대회, 제주, 대한민국, 2022년 10월 26-28일; 출판: 2022년 대한건축학회 추계학술발표대회 논문집, 42(2), 569, 대한건축학회, 2022. (CONFERENCE)

[Cb4] 박준수, 오병관, 김유석, 박효선. 철골조 안전성 평가를 위한 최적 센싱 알고리즘 제안. 발표: 2015 한국전산구조공학회 정기학술대회, 부산, 대한민국, 2015년 4월 8-10일; 출판: 한국전산구조공학회 학술대회 논문집, 28(1), 한국전산구조공학회, 2015. (CONFERENCE)

[Cb3] 박준수, 오병관, 김유석, 조동준, 박효선. Motion Capture System 및 Cubic Smoothing Spline Interpolation을 이용한 철골보의 응력분포 추정시 계측지점의 개수 및 위치에 따른 영향 연구. 발표: 2014 한국구조물진단유지관리공학회 가을 학술발표회 및 포럼, 제주, 대한민국, 2014년 10월 1-3일; 출판: 한국구조물진단유지관리공학회 2014년 가을 학술발표회 논문집, 18(2), 40-43, 한국구조물진단유지관리공학회, 2014. (CONFERENCE)

[Cb2] 오병관, 김도영, 박준수, 이지훈, 김유석, 박효선. 철골 골조 구조물의 변형률 기반 하중 식별모델의 실험적 검증. 발표: 한국방재학회 2014년도 정기 학술발표대회, 인천, 대한민국, 2014년 2월 19-20일; 출판: 한국방재학회 학술발표대회 논문집, 통권 제13호, 344, 한국방재학회, 2014. (CONFERENCE)

[Cb1] 양재민, 박준수, 최세운, 김유석, 박효선. 모션캡쳐 시스템을 이용한 철골보의 비틀림 반응 계측. 발표: 한국방재학회 2014년도 정기 학술발표대회, 인천, 대한민국, 2014년 2월 19-20일; 출판: 한국방재학회 학술발표대회 논문집, 통권 제13호, 343, 한국방재학회, 2014. (CONFERENCE)

Patents

International Granted Patents

[Da1] System and Method for Image-Based Structural Health Monitoring Suitable for Structures Having Uncertain Load Conditions and Support Conditions. Inventors: Hyo Seon Park, Jun Su Park, Byung Kwan Oh, You Sok Kim. Apllicant: Industry-Academic Cooperation Foundation, Yonsei University. Application No.: 14827615 (August 17, 2015), Registration No.: 09734423 (August 15, 2017); Registration Country: United States.

Domestic Granted Patents

[Db7] 격자형 홈을 가지는 PC 슬래브 구조. 발명자: 이홍민, 박준수; 출원인: 주식회사 아이엔지니어링. 출원번호: 10-2020-0176607 (2020.12.16), 등록번호: 10-2326578 (2021.11.9); 등록국가: 대한민국.

[Db6] 복합 소재 창호 제조방법. 발명자: 김영삼, 박준수; 출원인: (주)엘지하우시스 (현, ㈜엘엑스하우시스). 출원번호: 10-2018-0126252 (2018.10.22), 등록번호: 10-2485649 (2023.1.3); 등록국가: 대한민국.

[Db5] 창호 표면마감 커버용 모서리접합부 마감재. 발명자: 박준수, 김영삼, 이석호. 출원인: (주)엘지하우시스 (현, ㈜엘엑스하우시스). 출원번호: 10-2018-0073328 (2018.06.26), 등록번호: 10-2206073 (2021.1.15); 등록국가: 대한민국.

[Db4] 유리 고정이 용이한 복합 소재 창짝프레임. 발명자: 박준수, 이석호. 출원인: (주)엘지하우시스 (현, ㈜엘엑스하우시스). 출원번호: 10-2017-0108533 (2017.8.28), 등록번호: 10-2153576 (2020.9.2); 등록국가: 대한민국.

[Db3] 강체링크를 고려한 구조물 안전성 평가방법 및 그 평가 시스템. 발명자: 박효선, 오병관, 박준수, 김도영. 출원인: 연세대학교 산학협력단. 출원번호: 10-2016-0031176 (2016.3.15), 등록번호: 10-1668788 (2016.10.18); 등록국가: 대한민국.

[Db2] 건설 전과정에서 발생하는 온실 가스 배출량을 최소화하는 건물 기둥 부재들의 최적 구조 설계 시스템 및 방법. 발명자: 박효선, 오병관, 박준수, 윤다요. 출원인: 연세대학교 산학협력단. 출원번호: 10-2015-0189289 (2015.12.30), 등록번호: 10-1641471 (2016.7.14); 등록국가: 대한민국.

[Db1] 불확실한 하중 조건 및 지점 조건을 가지는 구조물에 적합한 영상 기반 구조물 안전성 평가 시스템 및 방법. 발명자: 박효선, 박준수, 오병관, 김유석. 출원인: 연세대학교 산학협력단. 출원번호: 10-2015-0014300 (2015.1.29), 등록번호: 10-1613815 (2016.4.12); 등록국가: 대한민국.

International Patent Applications

[Dc1] Manufacturing Method of Composite Materials Window. Inventors: Young-Sam Kim, Jun Su Park; Apllicant: LG HAUSYS LTD.. Application No.: 2019110002504 (October 21, 2019), Filing Country: China.

Domestic Patent Applications

[Dd2] 밀폐 성능이 향상된 미서기문. 발명자: 박준수, 김영삼, 배철호, 이석호. 출원인: (주)엘지하우시스 (현, ㈜엘엑스하우시스). 출원번호: 10-2019-0171156 (2019.12.19), 출원원국가: 대한민국.

[Dd1] 방화 도어. 발명자: 박준수, 이석호. 출원인: (주)엘지하우시스 (현, ㈜엘엑스하우시스). 출원번호: 10-2019-0160479 (2019.12.5), 출원원국가: 대한민국.

Additional Information

License

Engineer Architecture (passed on May 31, 2013; administered by the Human Resources Development Service of Korea)

Honors and Awards

2nd Semester, 2013 - Honors (February 24, 2014, Yonsei University)

2024 Autumn - Theses Prize (January 21, 2025, Yonsei University)

Journal Reviewer

Automation in Construction (2 reviews; November 2023 - March 2024)