* : Corresponding author
H Nam, DY Park*, Screen façade pattern design driven by generative adversarial networks and machine learning classification for the evaluation of a daylight environment, Buildings 15(22), 4056, 2025. [Link]
P Karunyasopon, DY Park, DM Le, S Chang*, Performance analysis of transparent BIPV/T double skin façades integrated with the decision-making algorithm for mixed-mode building ventilation, Architectural Engineering and Design Management 20(5), 1141–1163, 2024. [Link]
S Chang, P Karunyasopon, DM Le, DY Park*, H Chang, Airborne migration behaviour of SARS-CoV-2 coupled with varied air distribution systems in a ventilated space, Indoor and Built Environment 32(10), pp.2000–2019, 2023. [Link]
H Park, DY Park*, J Son, J-H Choi, Cross-building prediction of natural ventilation rate with small datasets based on a hybrid ensembled transfer learning, Building and Environment 242, 110589, 2023. [Link]
J Baek, DY Park, H Park, DM Le, S Chang*, Vision-based personal thermal comfort prediction based on half-body thermal distribution, Building and Environment 228, 109877, 2023. [Link]
DM Le, DY Park, J Baek, P Karunyasopon, S Chang*, Multi-criteria decision making for adaptive façade optimal design in varied climates: energy, daylight, occupants’ comfort, and outdoor view analysis, Building and Environment 223, 109479, 2022. [Link]
H Park, DY Park, BJ Noh, S Chang*, Stacking deep transfer learning for short-term cross building energy prediction with different seasonality and occupant schedule, Building and Environment 218, 109060, 2022. [Link]
H Park, DY Park*, Prediction of individual thermal comfort based on ensemble transfer learning method using wearable and environmental sensors, Building and Environment 207, 108492, 2022. [Link]
H Park, DY Park*, Comparative analysis on predictability of natural ventilation rate based on machine learning algorithms, Building and Environment 195, 107744, 2021. [Link]
DY Park, S Chang*, Tracing indoor contaminant release location based on local mean residual-life-time of air, International Journal of Ventilation 20(2), pp.135–157, 2021. [Link]
DY Park*, S Chang, Effects of combined central air conditioning diffusers and window-integrated ventilation system on indoor air quality and thermal comfort in an office, Sustainable Cities and Society 61, 102292, 2020. [Link]
DY Park*, S Chang, Numerical investigation of thermal comfort and transport of expiratory contaminants in a ventilated office with an air curtain system, Indoor and Built Environment 28(3), pp.401–421, 2019. [Link] (Editor's Choice Collection)
S Poddar, DY Park, S Chang*, Energy performance analysis of a dormitory building based on different orientations and seasonal variations of leaf area index, Energy Efficiency 10(4), pp.887–903, 2017. [Link]
S Poddar, DY Park, S Chang*, Simulation based analysis on the energy conservation effect of green wall installation for different building types in a campus, Energy Procedia 111, pp.226–234, 2017. (SCOPUS) [Link]
DY Park, S Chang*, Numerical analysis to determine the performance of combined variable ceiling and floor-based air distribution systems in an office room, Indoor and Built Environment 23(7), pp.971–987, 2014. [Link]
HM Son, DY Park*, Analysis of heating and cooling energy reduction according to the characteristics of plants applied to green roof system, KIEAE Journal 22(2), pp.33–38, 2022. [Link]
DY Park, S Chang*, Numerical analysis on the coupled operation of ventilation window system and central cooling system, Journal of Korean Society for Atmospheric Environment 31(4), pp.385–395, 2015. [Link]
J Yoon, HM Son, DY Park, S Chang*, Economic assessment of the heat recovery from incineration plants based on regression analysis, Journal of the Korean Institute of Resources Recycling 23(3), pp.3–12, 2014. [Link]
HM Son, DY Park, S Chang*, Heating and cooling energy conservation effects by green roof systems in relation with building location, Usage and Number of Floors, KIEAE Journal 14(2), pp.11–19, 2014. [Link]
HM Son, DY Park, S Chang*, A multiplex housing energy conservation strategy through combining insulation standard based green roof systems and passive design elements, KIEAE Journal 14(1), pp.31–38, 2014. [Link]
DY Park, ST Jang, S Chang*, Numerical study on the thermal environment of a natural light based multi-layered plant factory, KIEAE Journal 13(5), pp.43–50, 2013. [Link]
J Kang, H Park, J Baek, DY Park*, Predictive model of natural ventilation rate based on transfer learning, The 17th International Conference of the International Society of Indoor Air Quality and Climate, Kuopio, 2022.
DY Park, S Chang*, Comparison of volatile organic compound concentration with the local mean age of air in ventilated chamber, The 14th International Conference of the International Society of Indoor Air Quality and Climate, Ghent, 2016.
DY Park, S Chang*, Numerical analysis on the thermal and air exchange performance of linear slot diffuser length variations in an office space, The 13th International Conference of the International Society of Indoor Air Quality and Climate, Hong Kong, 2014. [Link]
JM Yoon, DY Park, WT Yang, HM Son, S Chang*, An estimation method of landfill construction cost by regression analysis, Proceedings of the SAREK 2013 Summer annual conference, pp.829–831, 2013.
JM Yoon, DY Park, S Chang*, Regression analysis based incineration plant construction cost estimation, Proceedings of the 13th KKITS Spring conference, pp.121-124, 2013.
MS Choi, DY Park, S Chang*, Personal computer remote access system supported by RFID based user identification, Proceedings of the Korea Society of IT Service Spring conference, pp.585–588, 2013.
DY Park, SC Sung, MD Oh*, Drying performance changing of temperature in the sludge dryer with disk heating, Proceedings of the SAREK 2011 Summer annual conference, pp.931–935, 2011.
DY Park, SC Sung, MD Oh*, A study on drying efficiency of sludge disk dryer by changing of arrangement of inlet outlet and carrier air velocity, Proceedings of the SAREK 2010 Summer annual conference, pp.976–981, 2010.
SR Lee, KC Noh, DY Park, MD Oh*, A study on utilization of temperature difference energy from waste water in urban building, Proceedings of the SAREK 2009 Winter annual conference, pp.537–543, 2009.
S Chang, DY Park, Multiple-purpose variable type frame module system, 10–2246028, 2021/Apr/23, Rep. of Korea.
S Chang, D Kim, DY Park, Windows based indoor airflow regulating system for ventilation, fire smoke and air-infectious disease controls, 10–1905140, 2018/Sep/28, Rep. of Korea.
MD Oh, SC Sung, DY Park, Ventilation performance measurement system, 10–1009926, 2011/Jan/14, Rep. of Korea.