Faculty

Institution

Unit

Venue

Yun Kyu Yi

Associate Professor

UIUC

Affiliations

College of Fine & Applied Arts

School of Architecture

Yun Kyu Yi is currently serving as a College Of Fine & Applied Arts Associate Professor at Uiuc.

Honors

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Experiences

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Education

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Yun Kyu Yi

UIUC

Associate Professor

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architecture design building engineering built environment design optimization modeling and simulation systems engineering energy efficiency engineering optimization architectural engineering lighting engineering energy systems intelligent building building energy computational fluid dynamics building performance building science building design architectural design illumination modeling building automation structural optimization building energy conservation architectural science computer graphics computational engineering evolutionary computation numerical simulations genetic algorithms shape optimization wind energy technology wind engineering energy simulation computational optimization architectural research façade energy optimization energy modeling simulation framework energy assessment sustainable buildings multi-objective optimization high-rise buildings evolutionary multi-criterion optimization genetic programming design automation energy-efficient design intelligent optimization building technology evolutionary design solar energy utilisation building-integrated photovoltaics photovoltaic systems performance-based building design energy performance hierarchical geometry relation outdoor thermal metrics foldable structure origami metamaterials low energy architecture energy refurbishment evolutionary multimodal optimization memetic algorithms programmable kiri‐kirigami metamaterials prescribed notches programmable kirigami metamaterials building form building retrofit analysis climate change impacts high-rise residential buildings rapid multi-objective optimization building retrofit decision-making support solar right agent-based geometry optimization green building environmental architecture performance evaluation sustainable design

Notable Scholarly Works

Notable Federal Grants

Collaborators

Advancing Carbon Emission Standards for Different Building Types. Korea Institute of Civil Engineering and Building Technology, Gyeonggi-Do, Korea (2024)

Yun Kyu Yi

architecturegreen buildingenvironmental impact assessmentcarbon accountingcarbon emission standardsenvironmental impact of the energy industryenvironmental sciencecarbon footprintgreenhouse gas controlbuilt environmentsustainable buildingsbuilding engineeringsustainable design

Application of Simple 2R2C Model on Large-Scale Smart Thermostat Data. PLEA Wroclaw (2024)

Yun Kyu Yi

systems engineeringcomputer engineeringthermal engineeringthermal modelingsimple 2r2cenergy systemsmodeling and simulationthermodynamicselectrical engineeringrefrigerationthermal managementheat transfer

Integrating Pix2Pix and Computational Fluid Dynamics for Enhanced Indoor Airflow Prediction: A Case Study With Wing-Walls. Journal of Building Engineering (2024)

You-Jeong KimManal AnisYun Kyu Yi

generative systemscomputational fluid dynamicsdeep learningintelligent buildinggenerative aiearly stageimage analysisdata sciencecomputational intelligencebuilding engineeringcomplex inputsgenerative adversarial networksmachine learningcomputer science

Predicting Annual Hourly Daylight Performance of Buildings Using Conditional Generative Adversarial Network (Cgan). PLEA Wroclaw (2024)

Yun Kyu Yi

architecturebuilding automationdaylight performanceintelligent buildingbuilt environmentbuilding energybuilding engineeringgenerative adversarial networksforecasting

Understanding Hvac System Runtime of U.S. Homes: An Energy Signature Analysis Using Smart Thermostat Data. Building Simulation (2024)

You-Jeong KimAlexander WaegelMax HakkarainenYun Kyu YiWilliam Braham

energy monitoringhvac system runtimesystems engineeringbuilding automationenergy efficiencytime seriescomputer engineeringenergy assessmentenergy systemssmart thermostat dataintelligent buildingenergy profilingu.s. homesbuilding engineeringenergy managementsmart gridsmart buildings

Application of Machine Learning (ML) and Genetic Algorithm (Ga) to Optimize Window Wing Wall Design for Natural Ventilation. Journal of Building Engineering (2023)

Yun Kyu YiManal AnisKeun JangYou-Jeong Kim

architecturedesign optimizationdesignengineering optimizationgenetic algorithmsaerodynamicsstructural optimizationevolutionary computationmodeling and simulationintelligent optimizationevolutionary designwall designmachine learning

Comparison Between Popular Genetic Algorithm (Ga)-Based Tool and Covariance Matrix Adaptation - Evolutionary Strategy (Cma-Es) for Optimizing Indoor Daylight. Building Simulation Conference proceedings (2023)

Manal AnisSumedh PendurkarYun Kyu YiGuni Sharon

covariance matrix adaptationsystems engineeringdesign optimizationengineering optimizationcomputational optimizationgenetic algorithmspopular genetic algorithmcomputer engineeringevolutionary computationhybrid optimization techniquemodeling and simulationevolutionary multi-criterion optimizationcomputer sciencegenetic programming

Developing an Advanced Daylight Model for a Shading System With Conditional Generative Adversarial Network (Cgan). Building Simulation Conference proceedings (2023)

Manal AnisYou-Jeong KimYun Kyu Yi

architecturegraphicscomputational illuminationlightingcomputer graphicsillumination modelingindoor illuminancerealistic renderingshading systemcomplex shading systemsynthetic image generationdigital image processingvisualizationimage representationgenerative adversarial networkscomputer science

Optimal Shape Design Using Machine Learning for Wind Energy and Pressure. Journal of Building Engineering (2023)

Yaxin LiYun Kyu Yi

computer-aided designengineering optimizationdesigndesign optimizationoptimal shape designwind energyapplied mathematicsmachine learningwind energy technologyshape optimization

The Ann Architecture Analysis: A Case Study on Daylight, Visual, and Outdoor Thermal Metrics of Residential Buildings in China. Buildings (2023)

Shanshan WangYun Kyu YiNianxiong Liu

architecturebuilding automationbuilding performancedesignenergy efficiencyoutdoor thermal metricsmodeling and simulationintelligent buildingbuilding energybuilding engineeringarchitectural designann modelann architecture analysis

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Yun Kyu Yi

Associate Professor

UIUC

Affiliations

College of Fine & Applied Arts

School of Architecture

Yun Kyu Yi is currently serving as a College Of Fine & Applied Arts Associate Professor at Uiuc.

Honors

Create free account to unlock more features

Experiences

Create free account to unlock more features

Education

Create free account to unlock more features

Yun Kyu Yi

UIUC

Associate Professor

You can click a keyword to filter the displayed items

Notable Scholarly Works

Notable Federal Grants

Collaborators

Advancing Carbon Emission Standards for Different Building Types. Korea Institute of Civil Engineering and Building Technology, Gyeonggi-Do, Korea (2024)

Yun Kyu Yi

Application of Simple 2R2C Model on Large-Scale Smart Thermostat Data. PLEA Wroclaw (2024)

Yun Kyu Yi

Integrating Pix2Pix and Computational Fluid Dynamics for Enhanced Indoor Airflow Prediction: A Case Study With Wing-Walls. Journal of Building Engineering (2024)

You-Jeong KimManal AnisYun Kyu Yi

Predicting Annual Hourly Daylight Performance of Buildings Using Conditional Generative Adversarial Network (Cgan). PLEA Wroclaw (2024)

Yun Kyu Yi

architecturebuilding automationdaylight performanceintelligent buildingbuilt environmentbuilding energybuilding engineeringgenerative adversarial networksforecasting

Understanding Hvac System Runtime of U.S. Homes: An Energy Signature Analysis Using Smart Thermostat Data. Building Simulation (2024)

You-Jeong KimAlexander WaegelMax HakkarainenYun Kyu YiWilliam Braham

Application of Machine Learning (ML) and Genetic Algorithm (Ga) to Optimize Window Wing Wall Design for Natural Ventilation. Journal of Building Engineering (2023)

Yun Kyu YiManal AnisKeun JangYou-Jeong Kim

Manal AnisSumedh PendurkarYun Kyu YiGuni Sharon

Developing an Advanced Daylight Model for a Shading System With Conditional Generative Adversarial Network (Cgan). Building Simulation Conference proceedings (2023)

Manal AnisYou-Jeong KimYun Kyu Yi

Optimal Shape Design Using Machine Learning for Wind Energy and Pressure. Journal of Building Engineering (2023)

Yaxin LiYun Kyu Yi

computer-aided designengineering optimizationdesigndesign optimizationoptimal shape designwind energyapplied mathematicsmachine learningwind energy technologyshape optimization

The Ann Architecture Analysis: A Case Study on Daylight, Visual, and Outdoor Thermal Metrics of Residential Buildings in China. Buildings (2023)

Shanshan WangYun Kyu YiNianxiong Liu

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