Wang, Shanshan, Yun Kyu Yi, and Nianxiong Liu. 2023. “The ANN Architecture Analysis: A Case Study on Daylight, Visual, and Outdoor Thermal Metrics of Residential Buildings in China” Buildings 13, no. 11: 2795. https://doi.org/10.3390/buildings13112795
Category Archives: Publication
JOURNAL PUBLISHED IN BUILDING ENGINEERING
Li, Yaxin, and Yi, Yun K., “Optimal Shape Design using Machine Learning for Wind Energy and Pressure,” Journal of Building Engineering, Volume 70, 1 July 2023, 106337, https://doi.org/10.1016/j.jobe.2023.106337
JOURNAL PUBLISHED IN BUILDING ENGINEERING
Yi, Yun K., et.al., ” Application of Machine Learning (ML) and Genetic Algorithm (GA) to optimize Window Wing Wall Design for Natural Ventilation,” Journal of Building Engineering, Volume 68, 1 June 2023, 106218, https://doi.org/10.1016/j.jobe.2023.106218
JOURNAL IS PUBLISHED IN TAD
Yi, Y.K., et.al., “Designing a Pavilion that Generates Electricity,” Technology | Architecture + Design (TAD), ACSA, https://doi.org/10.1080/24751448.2022.2040308.
PRESENTED IN CONFERENCE PROCEEDINGS
You-Jeong Kim, Manal Anis, and Yun Kyu Yi” Integrating Pix2Pix with Computational Fluid Dynamics (CFD) to Predict Indoor Airflow,” in 11th International Conference on Indoor Air Quality, Ventilation & Energy Conservation in Buildings, May 20-23, 2023, Tokyo, Japan.
PUBLISHED IN CONFERENCE PROCEEDINGS
You-Jeong Kim, Manal Anis, and Yun Kyu Yi” Developing an Advanced Daylight Model for a Shading System with Conditional Generative Adversarial Network (cGAN),” in 18th International IBPSA conference and exhibition, Sept. 4-6, 2023, Shanghai, China
PUBLISHED IN CONFERENCE PROCEEDINGS
Manal Anis, Sumedh Pendurkar, Yun Kyu Yi, Guni Sharon, “Comparison Between Popular Genetic Algorithm (GA)-Based Tool and Covariance Matrix Adaptation – Evolutionary Strategy (CMA-ES) for Optimizing Indoor Daylight,” in 18th International IBPSA conference and exhibition, Sept. 4-6, 2023, Shanghai, China
PUBLISHED IN CONFERENCE PROCEEDINGS
Melgarejo De Berry, Andrea, Xie, Y., Yi, Y.K., “Are our current methods of rendering architecture already dated? Looking at the unknown future of artificial intelligence in architectural design and representation,” National Conference on the Beginning Design Student 38 (NCBDS 38), May 18-20, 2023, Fargo, ND
PUBLISHED IN CONFERENCE PROCEEDINGS
Anis, Manal, and Yun K. Yi “ Building Façade Through the Ages: How Architectural Envelope Reflects a Changing Awareness of Nature and Climate Responsiveness,” in PLEA SANTIAGO 2022 Will Cities Survive?, Chile (November 23-25 2022).
PUBLISHED IN CONFERENCE PROCEEDINGS
Yi, Y. K., Yong K. Yi, and Manal Anis, “ Discussion on Sustaining Old Street without Losing Integrity of Local Identity Focused on old street at Jeju, Korea,” in PLEA SANTIAGO 2022 Will Cities Survive?, Chile (November 23-25 2022).