SCIE | Domestic | International Conference | Domestic Conference | Patents



Under Review


 Stochastic Vibration Analysis of Sandwich Porous Orthotropic Double-Curvature Shells with CNT/Polymer Face Sheets


 Heat pump decision-making framework for improving greenhouse plant growth environment and energy efficiency across heat sources


 A Computationally Efficient and Spatially Transferable Model for Urban-Scale Facade Solar Irradiation Prediction


 Hybrid Simulation–Based Approach for Resource Allocation and Scheduling Optimization in Modular Construction


 Proposing a Construction Robot Operating Framework based on Hybrid Simulation Modeling in Infill Modular Construction


 Human, Building, and Environment Interaction in Immersive Virtual Environment across the Building Lifecycle: A Systematic Review 


 Development and Field Applicability Analysis of a Robotic Plant Factory System


 Prediction Performance Analysis of Spatial Interpolation Methods for Indoor Environmental Factors in the Plant Factory 


 Delay Prevention Strategies Based on Stakeholder Characteristics in Urban Construction Projects







Publication



[77] LINKLINK 


Boiler-free winter operation of semiconductor cleanroom HVAC systems using cooling water waste heat recovery

Energy Conversion and Management, 357, 121478, June 2026


[76] LINK 


Interpretable Predictive Model-based Architectural Design Strategies for Mitigating Reflected Daylight Glare in Urban Residential Buildings

Building and Environment, 114621, June 2026


[75] LINK


CFD numerical setting combinations for greenhouse natural ventilation across diurnal time points using multi-criteria analysis

Computers and Electronics in Agriculture, Volume 247, 111689, June 2026


[74] LINK


An interpretive structural modeling-based hierarchical analysis of risk factors for sustainable power infrastructure public-private 

partnerships in developing countries

Energy Strategy Reviews, Volume 65, 102205, May 2026


[73] LINK


Preliminary numerical analysis of thermal comfort and CO2 distribution toward the application of fabric air dispersion systems 

in lecture halls

Journal of Building Engineering, Volume 118, 115022, January 2026


[72] LINK


Numerical analysis of the individual and combined effects of the aisle containment layouts on the cooling performance of the 

edge data center

Building and Environment, Volume 287, Part A, 113770, January 2026


[71] LINK 


Two-Stage Machine Learning for Urban PV Generation Forecasting: Model Development and SHAP-Based Interpretation of Key 

Climatic Drivers

International of Journal Thermophysics, 5, November 2025


[70] LINK 


Utilizing rice husk ash as cement replacement in previous concrete: A review

Development in Built Environment, 22, 100675, April 2025


[69] LINK 


Evaluating psychophysiological responses based on the proximity and type of window view using virtual reality

Building and Environment, 270, 112575, February 2025


[68] LINK


Free vibration characteristics of honeycomb sandwich cylindrical shells reinforced with graphene nanoplatelets/polymer coatings

Aerospace Science and Technology, 156, 109744, January 2025


[67] LINK 


Out-of-plane behavior of U-shaped unreinforced masonry structures

Journal of Building Engineering, 86, 108984, June 2024


[66] LINK 


Performances and properties of steel and composite prestressed tendons–A review

Heliyon, 10(11), June 2024


[65] LINK


Enhancing the power generation performance of photovoltaic system: Impact of environmental and system factors

Applied Thermal Engineering, 240, 122221, March 2024


[64] LINK


A review of utilization of industrial waste materials as cement replacement in pervious concrete: An alternative approach to sustainable pervious concrete production

Heliyon, 10(4), February 2024


[63] LINK 


Free vibration analysis of barrel-shaped sandwich shells with auxetic honeycomb core using modified thick shell theory

Aerospace Science and Technology, 145, 108861, February 2024


[62] LINK


Scalable investigation of energy usage patterns and saving potential in hotel guestrooms: Focused on occupancy states and 

electrical installations

Energy and Buildings, 113735, January 2024


[61] LINK


Market growth strategies for sustainable smart farm: A correlation and causal relationship approach

Developments in the Built Environment, 100260, December 2023


[60] LINK


Development of a multi-node monitoring system for analyzing plant growth and indoor environment interactions: An empirical study on a plant factory

Computers and Electronics in Agriculture, 214, 108311, November 2023


[59] LINK


Dataset on the assessment of pervious concrete containing palm oil kernel shell and seashell in heavy metal removal from stormwater

Data in Brief, 50, 109570, October 2023


[58] LINK


Free vibration analysis of bi-directional functionally graded cylindrical shells with varying thickness

Aerospace Science and Technology, 137, 108271, June 2023


[57] LINK


Buckling behavior analysis of hybrid-honeycomb sandwich cylindrical shells

Ocean Engineering, 276, 114214, May 2023


[56] LINK


Properties of pervious concrete incorporating fly ash as partial replacement of cement: A review

Developments in the Built Environment, 100130, April 2023


[55] LINK


Optimal architecture of a convolutional neural network to estimate structural responses for safety evaluation of the structures

Measurement, vol.177 pp.109313~, June 2021


[54] LINK


Multi-Objective Optimization Method to Search for the Optimal Convolutional Neural Network Architecture for Long-Term Structural 

Health Monitoring

IEEE ACCESS, vol.9 pp.44738~44750, March 2021


[53] LINK


A data-driven approach for establishing a CO2 emission benchmark for a multi-family housing complex using data mining techniques

Renewable and Sustainable Energy Reviews, 138, 110497, March 2021


[52] LINK


A psychophysiological effect of indoor thermal condition on college students’ learning performance through EEG measurement

Building and Environment, 184, 107223, October 2020


[51] LINK


Intelligent planning unit for the artificial intelligent based built environment focusing on human-building interaction

Journal of Asian Architecture and Building Engineering, 20, (6), 729-746, September 2020


[50] LINK


BIM-based preliminary estimation method considering the life cycle cost for decision-making in the early design phase

Journal of Asian Architecture and Building Engineering, 19(4), 384-399, May 2020


[49] LINK


Automated classification of indoor environmental quality control using stacked ensembles based on electroencephalograms

Computer‐Aided Civil and Infrastructure Engineering, 35(5), 448-464, May 2020


[48] LINK


Embodied and Operational CO2 Emissions of the Elementary School Buildings in Different Climate Zones

KSCE Journal of Civil Engineering, 24(4), 1037-1048, April 2020


[47] LINK


Building occupants' psycho-physiological response to indoor climate and CO2 concentration changes in office buildings

Building and Environment, 169, 106596, February 2020


[46] LINK


Development of a decision support model for determining the target multi-family housing complex for green remodeling using data 

mining techniques

Energy and Buildings, 202, 109401, November 2019


[45] LINK


Development of a multi-objective optimization model for determining the optimal CO2 emissions reduction strategies for a 

multi-family housing complex

Renewable &Sustainable Energy Reviews, 110, 118-131, August 2019


[44] LINK


Analyzing the Real-Time Indoor Environmental Quality Factors Considering the Influence of the Building Occupants’ Behaviors and 

the Ventilation

Building and Environment, 156, 99-109, June 2019


[43] LINK


A multi-objective optimization model for determining the building design and occupant behaviors based on energy, economic, and 

environmental performance

Energy 174, 823-834, May 2019


[42] LINK


Multi-Criteria Decision Support System of the Photovoltaic and Solar Thermal Energy Systems Using the Multi-Objective Optimization 

Algorithm

Science of the Total Environment, 659, 1100-1114, April 2019


[41] LINK


Automatic ventilation control algorithm considering the indoor environmental quality factors and occupant ventilation behavior using

a logistic regression model

Building and Environment, 153, 46-59, April 2019


[40] LINK


The effects of filters for an intelligent air pollutant control system considering natural ventilation and the occupants

Science of the Total Environment 657, 410-419, March 2019


[39] LINK


A bottom-up approach for estimating the economic potential of the rooftop solar photovoltaic system considering the spatial and 

temporal diversity

Applied Energy, 232, 640-656, December 2018


[38] LINK


Physiological response of building occupants based on their activity and the indoor environmental quality condition changes

Building and Environment, 145, 96-103, November 2018


[37] LINK


Integrated Task Performance Score for the Building Occupants based on the CO2 Concentration and Indoor Climate Factors Changes

Applied Energy, 228, 1707-1713, October 2018


[36] LINK


Establishment of an Optimal Occupant Behavior considering the Energy Consumption and Indoor Environmental Quality by region

Applied Energy, 204, 1431-1443– Special Issue, October 2018


[35] LINK


Multi-criteria analysis of a self-consumption strategy for building sectors focused on ground source heat pump systems

Journal of Cleaner Production, 186, 68-80, June 2018


[34] LINK 


An integrated multi-objective optimization model for determining the optimal lease payment in the solar lease business - With focus on 

the multi-family housing complexes

Renewable & Sustainable Energy Reviews, 82(1), 824-836, February 2018 


[33] LINK


Development of a CO2 emission benchmark for achieving the national CO2 emission reduction target by 2030

Energy and Buildings, 158(1), 86-94, January 2018


[32] LINK


Housing market trend forecasts through statistical comparisons based on big data analytic methods

Journal of Management in Engineering, 34 (2), 04017054, November 2017


[31] LINK


An integrated psychological response score of the occupants based on their activities and the indoor environmental quality condition 

changes

Building and Environment, 123, 66-77, October 2017


[30] LINK


Development of the Hybrid Model for Estimating the Undisturbed Ground Temperature using the Finite Element Method and 

Geostatistical Technique.

Energy and Buildings, 152, 162-174, October 2017


[29] LINK


A prototype design of the smart photovoltaic system blind and its development for net-zero energy solar buildings

Applied Sciences, 7(10), 1-18, October 2017


[28] LINK


Mapping the rescue equipment mobilization potential: Decision support tool for emergency management

Journal of Management in Engineering, 33 (6), 04017037, August 2017


[27] LINK 


Establishment of a base price for the Solar Renewable Energy Credit (SREC) from the perspective of residents and state governments 

in the United States

Renewable and Sustainable Energy Reviews 75, 1066-1080, August 2017


[26] LINK 


Development of the Monthly Average Daily Solar Radiation Map Using A-CBR, FEM, and Kriging Method

Technological and Economic Development of Economy, 24 (2), 489–512, May 2017


[25] LINK 


Development of a method for estimating the rooftop solar photovoltaic (PV) potential by analyzing the available rooftop area using 

Hillshade analysis

Applied Energy, 194, 320-332 – Special Issue, May 2017


[24] LINK 


Improvements of the operational rating system for existing residential buildings

Applied Energy, 193, 112-124, May 2017


[23] LINK 


Development of a prediction model for the cost saving potentials in implementing the building energy efficiency rating certification

Applied Energy, 189(1), 257-270, March 2017


[22] LINK 


An Integrated Evaluation of Productivity, Cost and CO2 emission between prefabricated and conventional columns

Journal of Cleaner Production, 142(4), 2393-2406, January 2017


[21] LINK 


An integrated multi-objective optimization model for determining the optimal solution in the solar thermal energy system

Energy, 102, 416-426, May 2016


[20] LINK 


An Optimization Model for Selecting the Optimal Green Systems by Considering the Thermal Comfort and Energy Consumption

Applied Energy, 169, 682-695, May 2016


[19] LINK 


Sensitivity Analysis on the Impact Factors of the GSHP system considering Energy Generation and Environmental Impact using LCA

Sustainability, 8(4), 376 - Invited Paper, April 2016


[18] LINK 


Development of an Integrated Energy Benchmark for a Multi-Family Housing Complex using District Heating

Applied Energy, 179, 1048-1061, October 2016


[17] LINK 


Establishing environmental benchmarks to determine the environmental performance of elementary school buildings using LCA

Energy and Building, 127, 818-829, September 2016


[16] LINK 


Development of an evaluation process for green and non-green buildings focused on energy performance of G-SEED and LEED

Building and Environment, 105, 172-184, August 2016


[15] LINK 


An integrated Multi-Objective Optimization Model for Determining the Optimal Solution in Implementing the Rooftop 

Photovoltaic System

Renewable & Sustainable Energy Reviews, 57, 822-837, May 2016


[14] LINK 


The Optimal Photovoltaic System Implementation Strategy to Achieve the National Carbon Emissions Reduction Target in 2030 : 

Focused on Educational Facilities

Energy and Buildings, 119, 101-110, May 2016


[13] LINK 


A Review on Sustainable Construction Management Strategies for Monitoring, Diagnosing, and Retrofitting the Building’s 

Dynamic Energy Performance: Focused on the Operation and Maintenance Phase

Applied Energy, 155, 671-707 – Invited Paper, October 2015


[12] LINK 


Integrated CO2, Cost, and Schedule Management System for Building Construction Projects using the Earned Value 

Management Theory

Journal of Cleaner Production, 103, 275-285, September 2015


[11] LINK 


An Environmental and Economic Assessment for Selecting the Optimal Ground Heat Exchanger by Considering the 

Entering Water Temperature

Energies, 8(8), 7752-7776 – Invited Paper, July 2015


[10] LINK 


An Integrated Multi-Objective Optimization Model for Establishing the Low-Carbon Scenario 2020 to Achieve the National Carbon 

Emissions Reduction Target for Residential 

Buildings Renewable & Sustainable Energy Reviews, 49, 410-425, September 2015


[9] LINK 


A Process for the Implementation of New Renewable Energy Systems in a Building by Considering Environmental and Economic Effect

Sustainability, 7(9), 12870-12890– Invited Paper, September 2015


[8] LINK 


A Program-level Management System for the Life-Cycle Environmental and Economic Assessment of Complex Building Projects

Environmental Impact Assessment Review, 54, 9-21, September 2015


[7] LINK 


An Estimation Methodology for the Dynamic Operational Rating of a New Residential Building Using the Advanced Case-based 

Reasoning and Stochastic Approaches

Applied Energy, 150, 308-322, July 2015


[6] LINK 


A Decision Support System for Determining the Optimal Size of a New Expressway Service Area: Focused on the Profitability

Decision Support Systems, 67, 9-20, November 2014


[5] LINK 


Framework for Establishing the Optimal Implementation Strategy of a Fuel-cell-based Combined Heat and Power System: Focused on 

Multi-Family Housing Complex

Applied Energy, 127, 11-24, August 2014


[4] LINK 


An Economic and Environmental Assessment Model for Selecting the Optimal Implementation Strategy of Fuel Cell System: Focused on 

Building Energy Policy

Energies, 7(8), 5129-5150 – Invited Paper, August 2014


[3] LINK 


Assessment of Seasonal Energy Efficiency Strategies of a Double Skin Facade in a Monsoon Climate Region

Energies, 6, 4352-4376 – Invited Paper, August 2013


[2]  LINK 


Economic and Environmental Evaluation Model for Selecting the Optimum Design of Green Roof Systems in Elementary Schools

Environmental Science & Technology, 46(15), 8475-8483, July 2012


[1] LINK 


LCC and LCCO2 Analysis of Green Roofs in Elementary Schools with Energy Saving Measures

Energy and Buildings, 45(2), 229-239, February 2012