Peer-reviewed Journal Papers

• Guo, M., Choi, Y., Cheong, S. M., and O’Neill, Z. (2024). Current and Future Residential Electricity Demand Using Large-Scale Smart Meter Data in a Changing Climate. Sustainable Cities and Society, 106623. Paper
• Choi, Y., Lu, X., Feng, F., and O’Neill, Z. (2024). Large-scale energy cost optimization and performance analysis for dedicated outdoor air system: simulation results from ASHRAE RP-1865. Science and Technology for the Built Environment, 30(10), 1217-1235. Paper Post
• Choi, Y., Lu, X., O’Neill, Z., Feng, F., and Yang, T. (2023). Optimization-informed rule extraction for HVAC system: A case study of dedicated outdoor air system control in a mixed-humid climate zone. Energy and Buildings, 113295. Paper

Conference Papers

• Choi, Y., O’Neill, Z., and Zhou, X. (2025), Optimization-informed Dedicated Outdoor Air System Supply Air Temperature Reset Strategy, In Proceedings of 2025 ASHRAE Annual Conference.
• Choi, Y., Lu, X., Feng, F., and O’Neill, Z. (2024), Energy Saving Potential Analysis for Primary Schools with Optimal Dedicated Outdoor Air System Control in Different Climate Zones. In Proceedings of 2024 ASHRAE Winter Conference.
• Choi, Y., Lu, X., O’Neill, Z., and Feng, F. (2023), Optimal Supply Air Temperature Control for Dedicated Outdoor Air System Under Varying Climate Zones. In Proceedings of Building Simulation Conference 2023.
• Choi, Y., O’Neill, Z., and Yang, S. (2023), Potentials of Direct Air Capture (DAC) of CO2 in a Dedicated Outside Air System (DOAS). In Proceedings of 2023 ASHRAE Annual Conference.
• Choi, Y., Lu, X., O’Neill, Z., and Pang, Z. (2023), Modeling and Simulation of Dedicated Outdoor Air System (DOAS) with a Passive Desiccant Wheel: A Case Study using EnergyPlus. In Proceedings of 2023 ASHRAE Annual Conference.
• Choi, Y., Shin, H.S., Cho, S., Ko, Y.D., and Park, C.S. (2020), Predictive Uncertainty of Residential Building Energy Model, In Proceedings of 2020 Winter Simulation Conference. (Best Poster Award)
• Cho S., Shin. H.S., Choi, Y., Ko, Y.D., and Park, C.S. (2020), Occupant-adaptive indoor environmental controller using DQN, In Proceedings of 2020 Winter Simulation Conference.
• Cho, S., Choi, Y., Kim, J.H., and Park, C.S. (2022), Integrated control of radiant floor heating system in residential buildings, In Proceedings of 2022 Spring Annual Conference of the Architectural Institute of Korea [In Korean] (Outstanding Paper Award)
• Cho, S., Kim, J.H., Choi, Y., and Park, C.S. (2022), Uncertainty analysis of cooling energy in residential building, In Proceedings of 2022 Spring Annual Conference of the Architectural Institute of Korea [In Korean]
• Ko, Y.D., Shin, H., Cho, S., Choi, Y., and Park, C.S. (2021), Identification of occupant behavior patterns from aggregated household energy data using deep learning, In Proceedings of 2021 Winter Conference of the Korean Institute of Communications and Information Sciences [In Korean]
• Choi, Y., Yi, D.H., Shin, H., Chu, H.G., Yoo, S., and Park, C.S. (2020), Application of transfer learning to a simulation model for room air temperature, In Proceedings of 2020 Autumn Annual Conference of the Architectural Institute of Korea [In Korean]
• Choi, Y., Shin, H., Ko, Y., Cho, S., and Park, C.S. (2020), Predictive uncertainty of energy simulation model using Deep Ensembles, In Proceedings of 2020 Spring Annual Conference of the Architectural Institute of Korea, Vol. 40-1, pp. 290-291 [In Korean]
• Ko, Y.D., Shin, H., Cho, S., Choi, Y., and Park, C.S. (2020), Uncertainty in dynamic sensitivity analysis of occupant behavior for cooling energy in residential buildings, In Proceedings of 2020 Spring Annual Conference of the Architectural Institute of Korea [In Korean]
• Cho S., Shin. H.S., Ko, Y.D., Choi, Y., and Park, C.S. (2020), Static vs. dynamic sensitivity analysis of occupant behavior for energy consumption of cooling season in residential buildings, In Proceedings of 2020 Spring Annual Conference of the Architectural Institute of Korea [In Korean]
• Shin, H., Ko, Y.D., Cho, S., Choi, Y., and Park, C.S. (2020), Quantifying the relevance of occupant behavior to building energy use, In Proceedings of 2020 Spring Annual Conference of the Architectural Institute of Korea [In Korean]

Technical Reports

• O’Neill, Z., Zhou, X., and Choi, Y., ASHRAE Research Project Report 1865-RP: Optimizing Supply Air Temperature Control for Dedicated Outdoor Air System.