전임교수 Full-time Faculty
이황(Hwang Yi)교수
- 연구분야 건축계획 및 설계 (첨단기술융합)
- 연구실 공학관 318호
- 전화번호 02-3290-3348
- 이메일 hwyi@korea.ac.kr
- 홈페이지 https://www.designtechlab.org
소개 및 담당과목Subjects
Professor Hwang Yi, PhD, Assoc. AIA, completed his doctoral studies at the Stuart Weitzman School of Design at the University of Pennsylvania. He studied architecture at Seoul National University, where he received both Bachelor&aposs and Master&aposs degrees. Prior to joining KUA, he held tenure-earning professor positions at Florida International University in the United States (2016-2018) and Ajou University (2018-2023). Prof. Dr. Yi, an accomplished architect and expert in the field, is committed to expanding the boundaries of architecture through the integration of emerging technologies and sciences in building design and fabrication. His research is centered around architectural robotics, soft material engineering, artificial intelligence, and 3D/4D printing, with a particular nature-inspired focus on pioneering the concept of biological form of architecture, aiming towards the realization of building as living systems.
[학부]
컴퓨테이셔널 디자인 (COMPUTATIONAL DESIGN)
건축설계I/II (DESIGN STUDIO I/II)
[대학원]
인공지능건축 (AI IN ARCHITECTURE)
디지털 패브리케이션 (DIGITAL FABRICATION)
연구방법론 (RESEARCH METHODOLOGY)
[학부]
컴퓨테이셔널 디자인 (COMPUTATIONAL DESIGN)
건축설계I/II (DESIGN STUDIO I/II)
[대학원]
인공지능건축 (AI IN ARCHITECTURE)
디지털 패브리케이션 (DIGITAL FABRICATION)
연구방법론 (RESEARCH METHODOLOGY)
학력
Education
2016 건축학박사, 미국 펜실베니아대학교 (University of Pennsylvania)
2007 공학석사, 서울대학교 대학원 건축학과
2005 공학사, 서울대학교 건축학과
2007 공학석사, 서울대학교 대학원 건축학과
2005 공학사, 서울대학교 건축학과
경력 및 수상
Career/Awords
[경력]
2025.04.-현 재. Editorial Board Member, Architecture, Basel (ESCI, Scopus).
2025.04.-2026.03. 서울특별시 강남구 문화시설건립 자문위원회 위원
2024.10.-2025.03. 서울주택도시공사 구룡마을 설계공모 운영위원회 위원
2024.02.-2025.12. 조달청 건설기술자문위원회 위원 (건축계획)
2023.02.-2024.02. Editorial Board Member, International Journal of Architectural Engineering Technology
2022.05.-2024.04. 대한건축학회 논문편집위원회 위원
2022.05.-2024.04. 대한건축학회 디지털분과위원회 위원
2022.03.-2024.02. 국가철도공단 제10기 기술자문위원회 위원
2021.03.-현 재. Reviewer Board member, Civil Engineering and Architecture (Scopus)
2020.05.-2022.04. 대한건축학회 국제위원회 부위원장
2020.03.-2022.02. 한국공항공사 건설자문위원회 위원
2019.10. buildSMART Conference 조직위원
2019.03.-2024.02. 인테리어 월간지 BOB (A&C건축문화) 편집자문위원
2018.03.-2022.02. 상임이사, 건축설계학회
2016.08.-현 재. 외래협력교수, Center for Environmental Building and Design, University of Pennsylvania
2016.08.-2018.01 Florida International University 건축학과 조교수
2009.09.-2010.01. Studio Odile Decq Paris, France
2007.09.-2011.02. (주)삼우종합건축사사무소 기술연구소
[수상]
2018 Outstanding reviewer, Journal of Cleaner Production, Elsevier.
2012.08-2015.7 PhD Student Fellowship, University of Pennsylvania
2011.9. Fulbright 미국 대학원 유학 장학생
2012 제21회 김태수 건축 장학제 수상
2009 김중업-Jean Prouvé 건축 장학금 수상, 주한 프랑스 대사관
2008 4th Honorable Mention, International Design Competition, Arquitectum, Mexico
2007 대상, 안양시 건축문화상 (계획부문), 안양시청
2006 대상, 아시아 실내디자인학회연맹(AIDIA) 국제 디자인 공모전, 한국실내디자인학회
2005 대상, 서울대학교 건축학과 졸업 작품전
2025.04.-현 재. Editorial Board Member, Architecture, Basel (ESCI, Scopus).
2025.04.-2026.03. 서울특별시 강남구 문화시설건립 자문위원회 위원
2024.10.-2025.03. 서울주택도시공사 구룡마을 설계공모 운영위원회 위원
2024.02.-2025.12. 조달청 건설기술자문위원회 위원 (건축계획)
2023.02.-2024.02. Editorial Board Member, International Journal of Architectural Engineering Technology
2022.05.-2024.04. 대한건축학회 논문편집위원회 위원
2022.05.-2024.04. 대한건축학회 디지털분과위원회 위원
2022.03.-2024.02. 국가철도공단 제10기 기술자문위원회 위원
2021.03.-현 재. Reviewer Board member, Civil Engineering and Architecture (Scopus)
2020.05.-2022.04. 대한건축학회 국제위원회 부위원장
2020.03.-2022.02. 한국공항공사 건설자문위원회 위원
2019.10. buildSMART Conference 조직위원
2019.03.-2024.02. 인테리어 월간지 BOB (A&C건축문화) 편집자문위원
2018.03.-2022.02. 상임이사, 건축설계학회
2016.08.-현 재. 외래협력교수, Center for Environmental Building and Design, University of Pennsylvania
2016.08.-2018.01 Florida International University 건축학과 조교수
2009.09.-2010.01. Studio Odile Decq Paris, France
2007.09.-2011.02. (주)삼우종합건축사사무소 기술연구소
[수상]
2018 Outstanding reviewer, Journal of Cleaner Production, Elsevier.
2012.08-2015.7 PhD Student Fellowship, University of Pennsylvania
2011.9. Fulbright 미국 대학원 유학 장학생
2012 제21회 김태수 건축 장학제 수상
2009 김중업-Jean Prouvé 건축 장학금 수상, 주한 프랑스 대사관
2008 4th Honorable Mention, International Design Competition, Arquitectum, Mexico
2007 대상, 안양시 건축문화상 (계획부문), 안양시청
2006 대상, 아시아 실내디자인학회연맹(AIDIA) 국제 디자인 공모전, 한국실내디자인학회
2005 대상, 서울대학교 건축학과 졸업 작품전
저서
Books
단행본
2012.10. 이황(역), 불완전한 건축 (Architecture Depends), Spacetime.2009.08. 이황, (ECOTECT 을 활용한)친환경 건축설계 시뮬레이션, 문운당.
북챕터
논문
Publications
[논문]
2025 Mehrotra, A., Yi, H., Advancing Robotic Architecture through Reinforcement Learning: Promises, Challenges, and Future Directions–A Comprehensive Review.
2025 Mehrotra, A., Yi, H., Performance Comparison of Deep Reinforcement Robot Learning in Sequential planning of Rule-based Design Form, Frontiers of Architectural Research.
2025 Kim, M., Yaesmin, R., Seo, H., Yi, H., Improved Anthropomorphic Robotic Hand in Architecture: Integration of prestressed mechanism and self-healing elastomer, Biomimetics.
2025 Yi, H. et al., Computational Fluid Dynamics (CFD) Simulations of Indoor Aerosol Dispersion and Spatial COVID-19 Infection Risk across Various Air-circulation Regimes, Architectural Science Review.
2024 Mehrotra, A., Yi, H., Self-learning of Robot Arm using a Modified Soft-Actor-Critic (SAC) Approach: Complex 6D Pose Brick Grasping Test, Journal of Construction Automation and Robotics 3(2), 1-10.
2024 Choi, H.I., Yi, H., Biofabrication in Architecture: 3D bioprinting of nature-sourced multi-material powder hydrogels, material testing, and prototyping, Journal of Building Engineering 87, 109122
2023 Mollaeiubli, T., Lee, H.J., Yi, H., Machine-learned kinetic Façade: Construction and artificial intelligence enabled predictive control for visual comfort, Automation in Construction 156, 105093.
2023 Mehrotra, A., Yi, H., Effect of adaptive intelligent sampling and machine-learning emulators in surrogate energy modeling of architectural massing, Journal of Building Engineering 72, 106614.
2023 Han, M.H., Park, J.S., Kim, I., Yi, H., Microalgae Photobioreactor System for Indoor Air Remediation: Empirical examination on the CO2 absorption performance of Spirulinamaxima in NaHCO3-reduced medium, Appliced Sciences 13(24), 12991.
2023 Yi, H., A Sensitivity Analysis of Geometric Parameters of 4D-Printed Bidirectional Shape-Memory Composite in Architectural Façade Design, Civil Engineering and Architecture 11(2), 818-835.
2022 Yi, H., I. Kim, Differential evolutionary cuckoo-search-integrated tabu-adaptive pattern search (DECS-TAPS): A novel multi-hybrid variant of swarm intelligence and evolutionary algorithm in architectural design optimization and automation, Journal of Computational Design and Engineering 9(5), 2013-2133.
2022 Kim, M., Kim, B.K., Koh, J., Yi, H., Design and fabrication of a flexural biomimetic responsive building façade panel: Use of a hybrid soft-robot actuator and fabric membrane, Automation in Construction 145, 104660.
2022 Jeong, D., Park, J.H., Park, K.H., Yi, H., A vertical laminar airflow system to prevent aerosol transmission of SARS-CoV-2 in building space: Computational fluid dynamics (CFD) and experimental approach, Indoor and Built Environment 31(5), 1319-1338.
2022 Yi, H., Mehrotra, A., Beyond Energy Efficiency in Building Sustainability: A Review of Emergy and Information for Systemically Characterizing Building Performance, Journal of Building Engineering, Highlights of Sustainability 1(1), 12-40.
2022 Yi, H., 4D-printed parametric façade in architecture: prototyping a self-shaping skin using programmable two-way shape memory composite (TWSMC), Engineering, Construction and Architectural Management 29(10), 4132-4152.
2021 Yi, H., Kim, Y., Prototyping of 4D-printed self-shaping building skin in architecture: Design, fabrication, and investigation of a two-way shape memory composite (TWSMC) facade panel”, Journal of Building Engineering 43, 103076.
2021 Yi, H., Y. Kim, Self-shaping building skin: Comparative environmental performance investigation of shape-memory-alloy (SMA) response and optimized artificial-intelligence (AI) kinetic control, Journal of Building Engineering 35, 102113.
2020 Yi, H., D. Kim, Y. Kim, D. Kim, J. Koh, M.J. Kim, 3D-printed Detachable Kinetic Building Shading Device with Dual Actuation: Use of shape-memory alloy (SMA) and remote control, Automation in Construction 114, 103151.
2020 Yi, H., Robotics application for the advanced integration of design and technology in architecture, Computer Applications in Engineering Education 29(5), 1146-1162.
2020 Yi, H., Visualized Co-Simulation of Adaptive Human Behavior and Dynamic Building Performance: An Agent-Based Model (ABM) and Artificial Intelligence (AI) Approach for Smart Architectural Design, Sustainability 12(16), 6672.
2020 Yi, H., Simulation of Shape Memory Alloy (SMA)-Bias Spring Actuation for Self-Shaping Architecture: Investigation of Parametric Sensitivity, Materials 13(11), 2485.
2020 Lee, K.Y., Cho, Y.B., Yi, H., Improving Environmental Performance of Fish-farming Houses, Journal of Green Building 15(2), 71-90.
2019 Yi, H., Kim, M.J., Kim, Y., Kim, S.S., Lee, K.Y., Rapid Simulation of Optimally Responsive Façade during Schematic Design Phases: Use of a New Hybrid Metaheuristic Algorithm, Sustainability 11(9), 2681-2708.
2019 Yi, H., Robotics and kinetic design for underrepresented minority (URM) students in building education: Challenges and opportunities, Computer Applications in Engineering Education 27, 351-370.
2018 Yi, H., A biophysical approach to the performance diagnosis of human–building energy interaction: Information (bits) modeling, algorithm, and indicators of energy flow complexity, Environmental Impact Assessment Review 72, 108-125.
2017 Yi, H., Braham, W.W., Tilley, D.R., and Srinivasan, R., Measuring Ecological Characteristics of Environmental Building Performance: Suggestion of an information-network model and indices to quantify complexity, power, and sustainability of energetic organization, Ecological Indicators 83, 201-217.
2017 Yi, H., Braham, W.W., Tilley, D.R., and Srinivasan, R., A metabolic network approach to building performance: Information building modeling and simulation of biological indicators, Journal of Cleaner Production 165, 1133-1162.
2017 Yi, H., Modeling Human Behavior in Building Performance Simulation: Gaussian Process and Monte Carlo Approach to the Energy Simulation of Residential Buildings, Journal of Engineering Technology 4(3).
2016 Yi, H., Srinivasan, R., Braham, W.W., and Tilley, D.R., An Ecological Understanding of Net-Zero Energy Building: Evaluation of sustainability based on emergy theory, Journal of Cleaner Production 143, 654-671.
2015 Yi, H., User-driven Automation for Optimal Thermal-zone Layout during Space Programming Phases”, Architectural Science Review 59(4), 279-306.
2015 Yi, H.and Braham, W.W., Characterization of Uncertainty in Building Emergy Analysis (BEmA), Building and Environment 92, 538-558.
2015 Yi, H., Srinivasan, R.S., Braham, W.W., An Integrated Energy-Emergy Approach to Building Form Optimization: Use of EnergyPlus, Emergy Analysis and Taguchi-Regression Method, Building and Environment 84, 86-109.
2014 Yi, H., Automated Generation of Optimized Building Envelope: Simulation-Based Multi Objective Process using Evolutionary Algorithm, International Journal of Sustainable Building Technology and Urban Development 5(3), 159-170.
2014 Yi, H., A Case Study on Emergy-Simulation Based Building Retrofit, International journal of The Korea Institute of Ecological Architecture and Environment 14(3), 5-13.
[학술대회 논문]
2023 최형인, 이황, 김미진, Biomaterial Synthesis and Robotic 3D printing in Architecture and Building , Materials Science and Engineering, Houston, TX.
2023 MEHROTRA ABHISHEK, 이황, 인간디자인-건설의 로봇학습을 위한 심층강화학습 성능비교 , 건설자동화로보틱스학회 제2회 정기학술대회, 대전.
2023 전아름, 이황, 건축설계최적화·자동화를 위한 하이브리드 알고리즘 및 라이노플러그인 (Zebroid) 개발, 대한건축학회 춘계학술대회, Vol.43, No.1, pp.34–37.
2023 박태경, 이황, 로봇 팔과 컴퓨터 비전을 활용한 어댑티브 건축 3D 프린팅 , 대한건축학회 춘계학술발표대회, Vol.43, No.1, pp.38–41.
2022 MEHROTRA ABHISHEK, 이황, AI-based building energy metamodel for architectural massing study , 13th International Symposium on Architectural Interchanges in Asia, pp.1–6.
2022 MEHROTRA ABHISHEK, 이황, Quick environmental building form evaluation during architectural massing study: AI algorithms for surrogate building energy simulation , UPENN PhD Conference in Architecture, Philadelphia, PA.
2022 MEHROTRA ABHISHEK, 이황, 최형인, AI기반 3D프린팅: 최적 출력변수 획득을 위한 기계학습 성능 비교, 2022년 대한건축학회 춘계학술발표대회, Vol.42, No.1, pp.201-204.
2022 김미진, 이황, 하이브리드 소프트 로보틱스를 활용한 건축설계: 유연한 일광-적응형 건축물 입면 패널 설계, 2022년 대한건축학회 추계학술발표대회, Vol.42, No.2, pp.797–798.
2022 최형인, 이황, 건축 3D 바이오프린팅 조형을 위한 하이드로겔 및 천연 재료의 배합실험, 2022년 대한건축학회 추계학술발표대회, Vol.42, No.2, pp.799–800.
2022 최형인, 이황, 건축 바이오 3D 프린팅을 위한 하이드로겔 및 천연 재료의 출력 성능, 2022년 대한건축학회 춘계학술발표대회, Vol.42, No.1, pp.205–208.
2022 MOLLAEIUBLI TAKHMASIB, 이황, 키네틱 건축 파사드의 예측 운영을 위한 AI알고리즘 성능 비교: 기계학습을 통한 실내 자연채광 및 휘도 시뮬레이션 대리모델, 2022년 대한건축학회 춘계학술발표대회, Vol.42, No.1, pp.215–218.
2020 최형인, 이황, 윤주희, 로봇팔 3D 바이오 프린팅의 건축활용을 위한 기초 연구: 클로렐라-카올린 분말의 재료 배합비와 출력 성능 조사, 2020년 대한건축학회 추계학술대회 , Vol.40, No.2, pp.657-660.
2019 김유리, 이황, 스마트 재료를 활용한 리스펀시브 파사드의 성능개선에 관한 연구: 형상기억합금 액추에이터를 활용한 루버식 차양시스템 실험, 2019년 대한건축학회 추계학술발표대회, Vol.39, No.2, pp.37–40.
2019 김미진, 이황, 소프트 로보틱 시스템을 활용한 건축: 실리콘 앨라스토머 액추에이터를 활용한 공압식 키네틱 파사드 모듈, 2019년 대한건축학회 추계학술발표대회, Vol.39 , No.2, pp.193-196.
2017 이황, HYBRID METAHEURISTIC EXPERIMENTS OF REAL-TIME ADAPTIVE OPTIMIZATION OF KINETIC SHADING DESIGN THROUGH REMOTE DATA TRANSFER , Winter Simulation Conference, Las Vegas, NV.
2017 Thomas Spiegelhalter, 이황, Design Agent-based Real-Time-Scenario Planning and Benchmarking For Salutogenic Environments , UIA 2017 Seoul World Architects Congress, Seoul.
2017 이황, D. Tilley, R.S. Srinivasan, W.W. Braham, Ecosystem-Informational Approach to Environmental Performance of Building Envelope and Occupant Behavior , UIA 2017 Seoul World Architects Congress, Seoul.
2017 이황, Gaussian Process and Monte Carlo Approach for Occupant Behavior Modeling in Energy Simulation of Residential Buildings , Architecture and Civil Engineering (ACE) Conference 2017, Singapore.
2014 이황, Y.K. Yi, PERFORMANCE BASED ARCHITECTURAL DESIGN OPTIMIZATION: AUTOMATED 3D SPACE LAYOUT USING SIMULATED ANNEALING, 2014 ASHRAE/IBPSA-USA Building Simulation Conference, pp.292 –299, GA.
2025 Mehrotra, A., Yi, H., Advancing Robotic Architecture through Reinforcement Learning: Promises, Challenges, and Future Directions–A Comprehensive Review.
2025 Mehrotra, A., Yi, H., Performance Comparison of Deep Reinforcement Robot Learning in Sequential planning of Rule-based Design Form, Frontiers of Architectural Research.
2025 Kim, M., Yaesmin, R., Seo, H., Yi, H., Improved Anthropomorphic Robotic Hand in Architecture: Integration of prestressed mechanism and self-healing elastomer, Biomimetics.
2025 Yi, H. et al., Computational Fluid Dynamics (CFD) Simulations of Indoor Aerosol Dispersion and Spatial COVID-19 Infection Risk across Various Air-circulation Regimes, Architectural Science Review.
2024 Mehrotra, A., Yi, H., Self-learning of Robot Arm using a Modified Soft-Actor-Critic (SAC) Approach: Complex 6D Pose Brick Grasping Test, Journal of Construction Automation and Robotics 3(2), 1-10.
2024 Choi, H.I., Yi, H., Biofabrication in Architecture: 3D bioprinting of nature-sourced multi-material powder hydrogels, material testing, and prototyping, Journal of Building Engineering 87, 109122
2023 Mollaeiubli, T., Lee, H.J., Yi, H., Machine-learned kinetic Façade: Construction and artificial intelligence enabled predictive control for visual comfort, Automation in Construction 156, 105093.
2023 Mehrotra, A., Yi, H., Effect of adaptive intelligent sampling and machine-learning emulators in surrogate energy modeling of architectural massing, Journal of Building Engineering 72, 106614.
2023 Han, M.H., Park, J.S., Kim, I., Yi, H., Microalgae Photobioreactor System for Indoor Air Remediation: Empirical examination on the CO2 absorption performance of Spirulinamaxima in NaHCO3-reduced medium, Appliced Sciences 13(24), 12991.
2023 Yi, H., A Sensitivity Analysis of Geometric Parameters of 4D-Printed Bidirectional Shape-Memory Composite in Architectural Façade Design, Civil Engineering and Architecture 11(2), 818-835.
2022 Yi, H., I. Kim, Differential evolutionary cuckoo-search-integrated tabu-adaptive pattern search (DECS-TAPS): A novel multi-hybrid variant of swarm intelligence and evolutionary algorithm in architectural design optimization and automation, Journal of Computational Design and Engineering 9(5), 2013-2133.
2022 Kim, M., Kim, B.K., Koh, J., Yi, H., Design and fabrication of a flexural biomimetic responsive building façade panel: Use of a hybrid soft-robot actuator and fabric membrane, Automation in Construction 145, 104660.
2022 Jeong, D., Park, J.H., Park, K.H., Yi, H., A vertical laminar airflow system to prevent aerosol transmission of SARS-CoV-2 in building space: Computational fluid dynamics (CFD) and experimental approach, Indoor and Built Environment 31(5), 1319-1338.
2022 Yi, H., Mehrotra, A., Beyond Energy Efficiency in Building Sustainability: A Review of Emergy and Information for Systemically Characterizing Building Performance, Journal of Building Engineering, Highlights of Sustainability 1(1), 12-40.
2022 Yi, H., 4D-printed parametric façade in architecture: prototyping a self-shaping skin using programmable two-way shape memory composite (TWSMC), Engineering, Construction and Architectural Management 29(10), 4132-4152.
2021 Yi, H., Kim, Y., Prototyping of 4D-printed self-shaping building skin in architecture: Design, fabrication, and investigation of a two-way shape memory composite (TWSMC) facade panel”, Journal of Building Engineering 43, 103076.
2021 Yi, H., Y. Kim, Self-shaping building skin: Comparative environmental performance investigation of shape-memory-alloy (SMA) response and optimized artificial-intelligence (AI) kinetic control, Journal of Building Engineering 35, 102113.
2020 Yi, H., D. Kim, Y. Kim, D. Kim, J. Koh, M.J. Kim, 3D-printed Detachable Kinetic Building Shading Device with Dual Actuation: Use of shape-memory alloy (SMA) and remote control, Automation in Construction 114, 103151.
2020 Yi, H., Robotics application for the advanced integration of design and technology in architecture, Computer Applications in Engineering Education 29(5), 1146-1162.
2020 Yi, H., Visualized Co-Simulation of Adaptive Human Behavior and Dynamic Building Performance: An Agent-Based Model (ABM) and Artificial Intelligence (AI) Approach for Smart Architectural Design, Sustainability 12(16), 6672.
2020 Yi, H., Simulation of Shape Memory Alloy (SMA)-Bias Spring Actuation for Self-Shaping Architecture: Investigation of Parametric Sensitivity, Materials 13(11), 2485.
2020 Lee, K.Y., Cho, Y.B., Yi, H., Improving Environmental Performance of Fish-farming Houses, Journal of Green Building 15(2), 71-90.
2019 Yi, H., Kim, M.J., Kim, Y., Kim, S.S., Lee, K.Y., Rapid Simulation of Optimally Responsive Façade during Schematic Design Phases: Use of a New Hybrid Metaheuristic Algorithm, Sustainability 11(9), 2681-2708.
2019 Yi, H., Robotics and kinetic design for underrepresented minority (URM) students in building education: Challenges and opportunities, Computer Applications in Engineering Education 27, 351-370.
2018 Yi, H., A biophysical approach to the performance diagnosis of human–building energy interaction: Information (bits) modeling, algorithm, and indicators of energy flow complexity, Environmental Impact Assessment Review 72, 108-125.
2017 Yi, H., Braham, W.W., Tilley, D.R., and Srinivasan, R., Measuring Ecological Characteristics of Environmental Building Performance: Suggestion of an information-network model and indices to quantify complexity, power, and sustainability of energetic organization, Ecological Indicators 83, 201-217.
2017 Yi, H., Braham, W.W., Tilley, D.R., and Srinivasan, R., A metabolic network approach to building performance: Information building modeling and simulation of biological indicators, Journal of Cleaner Production 165, 1133-1162.
2017 Yi, H., Modeling Human Behavior in Building Performance Simulation: Gaussian Process and Monte Carlo Approach to the Energy Simulation of Residential Buildings, Journal of Engineering Technology 4(3).
2016 Yi, H., Srinivasan, R., Braham, W.W., and Tilley, D.R., An Ecological Understanding of Net-Zero Energy Building: Evaluation of sustainability based on emergy theory, Journal of Cleaner Production 143, 654-671.
2015 Yi, H., User-driven Automation for Optimal Thermal-zone Layout during Space Programming Phases”, Architectural Science Review 59(4), 279-306.
2015 Yi, H.and Braham, W.W., Characterization of Uncertainty in Building Emergy Analysis (BEmA), Building and Environment 92, 538-558.
2015 Yi, H., Srinivasan, R.S., Braham, W.W., An Integrated Energy-Emergy Approach to Building Form Optimization: Use of EnergyPlus, Emergy Analysis and Taguchi-Regression Method, Building and Environment 84, 86-109.
2014 Yi, H., Automated Generation of Optimized Building Envelope: Simulation-Based Multi Objective Process using Evolutionary Algorithm, International Journal of Sustainable Building Technology and Urban Development 5(3), 159-170.
2014 Yi, H., A Case Study on Emergy-Simulation Based Building Retrofit, International journal of The Korea Institute of Ecological Architecture and Environment 14(3), 5-13.
[학술대회 논문]
2023 최형인, 이황, 김미진, Biomaterial Synthesis and Robotic 3D printing in Architecture and Building , Materials Science and Engineering, Houston, TX.
2023 MEHROTRA ABHISHEK, 이황, 인간디자인-건설의 로봇학습을 위한 심층강화학습 성능비교 , 건설자동화로보틱스학회 제2회 정기학술대회, 대전.
2023 전아름, 이황, 건축설계최적화·자동화를 위한 하이브리드 알고리즘 및 라이노플러그인 (Zebroid) 개발, 대한건축학회 춘계학술대회, Vol.43, No.1, pp.34–37.
2023 박태경, 이황, 로봇 팔과 컴퓨터 비전을 활용한 어댑티브 건축 3D 프린팅 , 대한건축학회 춘계학술발표대회, Vol.43, No.1, pp.38–41.
2022 MEHROTRA ABHISHEK, 이황, AI-based building energy metamodel for architectural massing study , 13th International Symposium on Architectural Interchanges in Asia, pp.1–6.
2022 MEHROTRA ABHISHEK, 이황, Quick environmental building form evaluation during architectural massing study: AI algorithms for surrogate building energy simulation , UPENN PhD Conference in Architecture, Philadelphia, PA.
2022 MEHROTRA ABHISHEK, 이황, 최형인, AI기반 3D프린팅: 최적 출력변수 획득을 위한 기계학습 성능 비교, 2022년 대한건축학회 춘계학술발표대회, Vol.42, No.1, pp.201-204.
2022 김미진, 이황, 하이브리드 소프트 로보틱스를 활용한 건축설계: 유연한 일광-적응형 건축물 입면 패널 설계, 2022년 대한건축학회 추계학술발표대회, Vol.42, No.2, pp.797–798.
2022 최형인, 이황, 건축 3D 바이오프린팅 조형을 위한 하이드로겔 및 천연 재료의 배합실험, 2022년 대한건축학회 추계학술발표대회, Vol.42, No.2, pp.799–800.
2022 최형인, 이황, 건축 바이오 3D 프린팅을 위한 하이드로겔 및 천연 재료의 출력 성능, 2022년 대한건축학회 춘계학술발표대회, Vol.42, No.1, pp.205–208.
2022 MOLLAEIUBLI TAKHMASIB, 이황, 키네틱 건축 파사드의 예측 운영을 위한 AI알고리즘 성능 비교: 기계학습을 통한 실내 자연채광 및 휘도 시뮬레이션 대리모델, 2022년 대한건축학회 춘계학술발표대회, Vol.42, No.1, pp.215–218.
2020 최형인, 이황, 윤주희, 로봇팔 3D 바이오 프린팅의 건축활용을 위한 기초 연구: 클로렐라-카올린 분말의 재료 배합비와 출력 성능 조사, 2020년 대한건축학회 추계학술대회 , Vol.40, No.2, pp.657-660.
2019 김유리, 이황, 스마트 재료를 활용한 리스펀시브 파사드의 성능개선에 관한 연구: 형상기억합금 액추에이터를 활용한 루버식 차양시스템 실험, 2019년 대한건축학회 추계학술발표대회, Vol.39, No.2, pp.37–40.
2019 김미진, 이황, 소프트 로보틱 시스템을 활용한 건축: 실리콘 앨라스토머 액추에이터를 활용한 공압식 키네틱 파사드 모듈, 2019년 대한건축학회 추계학술발표대회, Vol.39 , No.2, pp.193-196.
2017 이황, HYBRID METAHEURISTIC EXPERIMENTS OF REAL-TIME ADAPTIVE OPTIMIZATION OF KINETIC SHADING DESIGN THROUGH REMOTE DATA TRANSFER , Winter Simulation Conference, Las Vegas, NV.
2017 Thomas Spiegelhalter, 이황, Design Agent-based Real-Time-Scenario Planning and Benchmarking For Salutogenic Environments , UIA 2017 Seoul World Architects Congress, Seoul.
2017 이황, D. Tilley, R.S. Srinivasan, W.W. Braham, Ecosystem-Informational Approach to Environmental Performance of Building Envelope and Occupant Behavior , UIA 2017 Seoul World Architects Congress, Seoul.
2017 이황, Gaussian Process and Monte Carlo Approach for Occupant Behavior Modeling in Energy Simulation of Residential Buildings , Architecture and Civil Engineering (ACE) Conference 2017, Singapore.
2014 이황, Y.K. Yi, PERFORMANCE BASED ARCHITECTURAL DESIGN OPTIMIZATION: AUTOMATED 3D SPACE LAYOUT USING SIMULATED ANNEALING, 2014 ASHRAE/IBPSA-USA Building Simulation Conference, pp.292 –299, GA.
프로젝트
Project
2025.01.-2025.12. AI-로봇 건축생산 자동화 및 바이오패브리케이션, (주)케이엘건설.
2024.05.-현재. 인간모사 자율로봇 건축설계-패브리케이션: 퓨샷 러닝과 소프트 핸드를 활용한 멀티태스킹, 한국연구재단(NRF), 과학기술정보통신부.
2023.06.-2024.05. 바이오프린팅을 활용한 ‘자가-생장형’ 자연모사 건축: 실물 목업 및 현장실증, 한국연구재단(NRF), 과학기술정보통신부.
2021.03.-2024.02. [우수신진-최초혁신실험실] 바이오 패브리케이션 건축: 생체 4D 프린팅과 로봇팔을 활용한 디자인 및 제작, 한국연구재단(NRF), 과학기술정보통신부.
2019.08.-2020.07. 인공지능 (AI) 및 로보틱스를 활용한 스마트 주택 기술 연구, (주)피데스개발.
2019.03.-2024.02. 인공지능(AI)을 활용한 스마트 제로에너지 컴포트 주택 개발, 한국연구재단(NRF), 과학기술정보통신부.
2018.09. 건물에너지사용량 기반 성능평가 방법론 개발, 한국에너지공단.
2018.03.-2022.02. 4D 프린팅과 매트리얼 프로그래밍을 활용한 자기-변형 건물 액추에이터 개발, 한국연구재단(NRF), 과학기술정보통신부.
2017.01. Scripting Coral Project, CARTA Seed Grant, Florida Interantional University
2024.05.-현재. 인간모사 자율로봇 건축설계-패브리케이션: 퓨샷 러닝과 소프트 핸드를 활용한 멀티태스킹, 한국연구재단(NRF), 과학기술정보통신부.
2023.06.-2024.05. 바이오프린팅을 활용한 ‘자가-생장형’ 자연모사 건축: 실물 목업 및 현장실증, 한국연구재단(NRF), 과학기술정보통신부.
2021.03.-2024.02. [우수신진-최초혁신실험실] 바이오 패브리케이션 건축: 생체 4D 프린팅과 로봇팔을 활용한 디자인 및 제작, 한국연구재단(NRF), 과학기술정보통신부.
2019.08.-2020.07. 인공지능 (AI) 및 로보틱스를 활용한 스마트 주택 기술 연구, (주)피데스개발.
2019.03.-2024.02. 인공지능(AI)을 활용한 스마트 제로에너지 컴포트 주택 개발, 한국연구재단(NRF), 과학기술정보통신부.
2018.09. 건물에너지사용량 기반 성능평가 방법론 개발, 한국에너지공단.
2018.03.-2022.02. 4D 프린팅과 매트리얼 프로그래밍을 활용한 자기-변형 건물 액추에이터 개발, 한국연구재단(NRF), 과학기술정보통신부.
2017.01. Scripting Coral Project, CARTA Seed Grant, Florida Interantional University
