강하고 담대하라. -여호수아1:9-

잔잔한 바다는 노련한 사공을 만들지 않는다. -아프리카 속담-

실력을 쌓아 정정당당히 이겨라. -구본준 LG회장-


말이 입힌 상처는 칼이 입힌 상처보다 깊다. -모로코 속담- 

험담은 세사람을 죽인다. 험담을 하는자, 험담의 대상, 듣는자이다.. -미드라쉬- 

말도 아름다운 꽃처럼 그 색을 지니고 있다. -E. 리스-

말은 한사람의 입에서 나오지만, 천사람의 귀로 들어간다. -베를린 시청-


지속가능한 관계를 이뤄내는 가장 좋은 방법은 win-win하는 것이다. -구본무 LG회장-

Education

■ Ph.D. (Grade: 4.5/4.5)

○ Architectural Engineering (Mar. 2020 ~ Aug. 2023) 

‐ University of Seoul, Republic of Korea

‐ Dissertation: Optical Sensors and Machine Learning
for Monitoring Deterioration in Reinforced Concrete Structures

- Smart Cities Interdisciplinary Major


■  M.S. (Grade: 4.42/4.5)

○ Architectural Engineering (Mar. 2016 ~ Feb. 2018)

‐ University of Seoul, Republic of Korea

‐ Thesis: Rheological Properties of Fresh Concrete for Concrete Rapid Prototyping


■ B.S. (Grade: 3.99/4.5)

○ Material Science & Engineering (Mar. 2010 ~ Feb. 2016)

‐ University of Seoul, Republic of Korea

○ Architectural Engineering (Mar. 2010 ~ Feb. 2016)

‐ University of Seoul, Republic of Korea


Research interest

■ Material science & Sensor
(Chemosensor for structural health monitoring)

○ Chemo sensor for monitoring concrete carbonation (pH 10~13)

○ Chemo sensor for monitoring concrete carbonation (pH 5~10)

○  Chemo sensor for acid leak detection (pH 0.2 ~3)

○ Chemo sensor for chloride monitoring 

○ Corrosion monitoring sensor

  

■  Structure engineering

○ Bond

○ Prestress (Transfer length)

○ Joint

  

■ Machine learning

○ Semantic-based genetic programming

○ Others (Artificial neural network, Random forest, AdaBoost, GradBoost, Support vector machine)

○ Feature engineering

○ Clustering

○ Generative adversarial network

  

■ Smart construction

○ 3D printing

○ Rheology & Computational fluid dynamics

Publication

■  Thesis

○ Ph. D.

○ Master

■  International Journal Papers                            ⍏Corresponding Author

 ○ First author

 ○  Co-author

■ Domestic Journal Papers (In Korean)

 ○  Co-author

■ Patents

■ Conference Proceedings/Presentations 

 ○ First author

 ○  Co-author

Honors & Activities

■ Scholarships

 ○ Mayor Scholarship (Sep. 2014)

- Officially supported by Seoul

  ○ Academic Excellence Scholarship (Mar. 2014)

- Officially supported by University of Seoul

■ Honors

 ○ Outstanding paper award (Feb. 2023)

- University of Seoul, Republic of Korea

 ○ Best presenter award (Dec. 2022)

-  International Conference on Civil Engineering and Architecture, Vietnam

 ○ Grand prize of startup challenge (Dec. 2022)

- Department of smart city, University of Seoul, Republic of Korea

 ○ Outstanding paper award (Aug. 2022)

- University of Seoul, Republic of Korea

  ○ Outstanding paper award (Feb. 2021)

- University of Seoul, Republic of Korea

 ○ Academic excellence award (Sep. 2014)

 - University of Seoul, Republic of Korea

Experiences

■ Job Experience

○ Visiting scholar (Sep. 2023 ~ now)

 - University of Illinois Urbana-Champaign

‐ Civil & Environmental Engineering

○ Associate (Dec. 2017 ~ Feb. 2020)

 - LG hausys

‐ Production & development of phenol foam board

‐ Quality control using A.I 

■ Research Experience

○ Principal investigator

 - Development of freeze-thaw sensor for structural health monitoring of concrete structures (Sep. 2023 ~ Aug. 2024)

＊PI: Hoseong Jeong (University of seoul)

＊Total amount: $39,000

＊Funding Agency: National Research Foundation of Korea (NRFK)

 - Development of Recycling and Symbolic Regression Technology for Resource Circulation in Concrete Structural Members

(Jun. 2024 ~ May. 2027)

＊PI: Hoseong Jeong (University of Seoul)

＊Total amount: $280,000

＊Funding Agency: National Research Foundation of Korea (NRFK)

○ Research Associate

 - Development of Building Safety Improvement Technology Based on Self-Sensible Composites (Mar. 2021 ~ Feb. 2024)

＊ PI: Soo-Yeon Seo (Korea National University of Transportation), Co-PI: Dr. Kang Su Kim (Univ. of Seoul)

＊Grant No.: 2021R1A4A2001964

＊Total amount: $1,500,000

＊Funding Agency: National Research Foundation of Korea (NRFK)

- Development of Concrete Modular Structure Platform Utilizing Artificial Intelligent System (Sep. 2019 ~ Feb. 2024)

＊PI: Dr. Kang Su Kim (Univ. of Seoul)

＊Grant No.: 2019R1A2C2086388

＊Total amount: $800,000

＊Funding Agency: National Research Foundation of Korea (NRFK)

- Development of Efficient 4th Generation Structural System Using High Performance Materials (Jun. 2016 ~ May. 2019)

＊PI: Dr. Kang Su Kim (Univ. of Seoul)

＊Grant No.: 2016R1A2B2010277

＊Total amount: $500,000

＊Funding Agency: National Research Foundation of Korea (NRFK)

- Development of Concrete Rapid Prototyping System (Jun. 2017 ~ May. 2018)

＊PI: Dr. Kang Su Kim (Conus)

＊Grant No.: C0512726

＊Total amount: $130,000

＊Funding Agency: Ministry of SMEs and Startups (MSS)


Professional Affiliations & Skills

■ Certification

○ Registered Construction Engineer (Certification No. 16201230780S)

■ Membership

○ Member, American Concrete Institute (ACI) 

○ Member, Korea Concrete Institute (KCI)

○ Member, Architectural Institute of Korea (AIK)

○ Member, Korea Institute for Structural Maintenance Inspection (KSMI)

■ Technical Skills

○ Material science

- Organic synthesis (Functionalization of cellulose, Insulation board)

- Concrete (3D printing, Rheology)

○ Machine learning

- Semantic-based genetic programming (Symbolic regression)

- Artificial neural network (Generative adversarial network)

- Random forest, Adaboost

- Feature engineering (Feature extraction, Feature importance)

- Clustering

○ Sensor 

- Fiber optic sensor (Concrete pH sensor, Covalent immobilization)

- Structural health monitoring (Concrete carbonation)

○ Structure

- Reinforced concrete (Bond, Slab-column joint)

- Pre-stressed concrete (Transfer length)

○   Numerical analysis

- Computational fluid dynamics

- Structural analysis

■ Analysis and Computer Skills

○ Language:

- Python, Java, C++, Android studio.

○ Software:

- Ansys, ABAQUS, fluent, CFX.

○ Office software:

- MS Excel, Word, PowerPoint, AutoCAD.