Publications: BTUS Modeling and Simulation
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2026
Jiang, Yilin, Han Li, Payam Delgoshaei, Zhangding Liu, and Tianzhen Hong."Robotics for HVAC applications: A critical review and future perspectives."Building and Environment
289 (2026) 114048. DOI
Malik, Jeetika, Max Wei, and Tianzhen Hong."Cool rooms for indoor heat resilience: Evaluating affordable cooling strategies in heat-stressed California homes."Building and Environment
287 (2026) 113877. DOI
Krelling, Amanda, Sang Hoon Lee, and Tianzhen Hong."Strategic Energy Plan — City of Key West, Florida."
(2026).
Walnum, Harald Taxt, Balázs András Tolnai, David Blum, Jicheng Shi, Colin N Jones, Deep Dessai, Wenbin Wang, Wenjie Xu, Sebastien Gros, and Igor Sartori."Smart building HVAC control challenge: experience and solutions from the ADRENALIN project."Journal of Building Performance Simulation
(2026) 1-22. DOI
2025
Li, Han, Yujie Xu, and Tianzhen Hong."EnergyPlus-MCP: A model-context-protocol server for ai-driven building energy modeling."SoftwareX
32 (2025) 102367. DOI
Xu, Yujie, Wanni Zhang, Max Wei, and Tianzhen Hong."Mapping Heat Vulnerability in Cities: A Tale of Two California Cities."Sustainable Cities and Society
135 (2025) 107002. DOI
Li, Han, Miguel Heleno, Wanni Zhang, Kaiyu Sun, Luis Rodriguez Garcia, and Tianzhen Hong."A cross-dimensional analysis of data-driven short-term load forecasting methods with large-scale smart meter data."Energy and Buildings
344 (2025) 115909. DOI
Hong, Tianzhen, Jeetika Malik, Jared Langevin, Zhaoru Liu, and Da Yan."Ten questions on building stock modeling to inform energy efficiency and sustainability."Building and Environment
284 (2025) 113465. DOI
Mulayim, Ozan Baris, Anand Prakash, Lazlo Paul, and Marco Pritoni."Extraction and Analysis of Time Series Data from Building Automation Systems Using Large Language Models."
(2025). DOI
Sulzer, Matthias, Georgios Mavromatidis, Alejandro Nuñez-Jimenez, and Michael Wetter."The energy supply security pyramid: A quantitative framework for planning and policy making."iScience
28.5 (2025) 112407. DOI
Bjørnskov, Jakob, Muhyiddine Jradi, and Michael Wetter."Automated model generation and parameter estimation of building energy models using an ontology-based framework."Energy and Buildings
329 (2025) 115228. DOI
Yan, Da, Yi Wu, Jeetika Malik, and Tianzhen Hong."Ten questions on future and extreme weather data for building simulation and analysis in a changing climate."Building and Environment
269 (2025) 112461. DOI
Hong, Tianzhen, Sang Hoon Lee, Wanni Zhang, Han Li, Kaiyu Sun, and Joshua Kace."Informing electrification strategies of residential neighborhoods with urban building energy modeling."Building Simulation
18.1 (2025) 3-18. DOI
Siegel, Lino Sanchez, Luis L Fernandes, Paul A Mathew, and Sang Hoon Lee."A building performance-based approach to determining energy resilience for grocery stores in the event of a power outage."Science and Technology for the Built Environment
(2025) 1-17. DOI
Lee, Sang Hoon, and Melake Getabecha."E2C Expert Match Technical Assistance: El Centro, California."
(2025).
Gao, Yuan, Jacob C Jonsson, D. D Charlie Curcija, Dragan Vidanovic, and Tianzhen Hong."Global and regional perspectives on optimizing thermo-responsive dynamic windows for energy-efficient buildings."Nature Communications
16.1 (2025). DOI
Krelling, Amanda, Yi Wu, Jeetika Malik, Max Wei, Christopher Perry, Roberto Lamberts, Da Yan, and Tianzhen Hong."Thermal Resilience of Buildings and Communities: A Multistakeholder Review of Metrics and Approaches."Annual Review of Environment and Resources
50.1 (2025) 681-708. DOI
2024
Agarwal, Shreya, Marco Pritoni, Jessica Collier, Jeff Wanner, Ruth Taylor, Meghan McNulty, and Mary M Bryan."Through the looking glass: analyzing barriers to adoption of advanced rooftop unit controls through human-centered observational research."ACEEE Summer Study
(2024).
Xu, Yujie, Pouya Vahmani, Andrew Jones, and Tianzhen Hong."Anthropogenic heat from buildings in Los Angeles County: A simulation framework and assessment."Sustainable Cities and Society
107 (2024) 105468. DOI
Krelling, Amanda, Roberto Lamberts, Jeetika Malik, Wanni Zhang, Kaiyu Sun, and Tianzhen Hong."Defining weather scenarios for simulation-based assessment of thermal resilience of buildings under current and future climates: A case study in Brazil."Sustainable Cities and Society
107 (2024) 105460. DOI
Liang, Wei, Han Li, Sicheng Zhan, Adrian Chong, and Tianzhen Hong."Energy flexibility quantification of a tropical net-zero office building using physically consistent neural network-based model predictive control."Advances in Applied Energy
14 (2024) 100167. DOI
Jain, Anubhav, Tianzhen Hong, Mary Ann Piette, Michael D Sohn, Will Gorman, Alexandre Moreira, Lazlo Paul, Haitam Laarabi, and Maher Alghalayini."Frontiers in Energy Storage: Next-Generation Artificial Intelligence (AI)."
(2024).
Wu, Jiyuan, Lan Wang, Tianzhen Hong, Qinran Hu, and Wei Wang."Revealing and optimizing the design of cover installation for outdoor units of air conditioners through CFD simulations and thermodynamic modeling."Journal of Building Engineering
87 (2024) 109014. DOI
Coraci, Davide, Silvio Brandi, Tianzhen Hong, and Alfonso Capozzoli."An innovative heterogeneous transfer learning framework to enhance the scalability of deep reinforcement learning controllers in buildings with integrated energy systemsAbstract."Building Simulation
17.5 (2024) 739 - 770. DOI
Lee, Sang Hoon, Tianzhen Hong, Minh Le, Lujuana Medina, Yujie Xu, Alastair Robinson, and Mary Ann Piette."Assessment of energy and thermal resilience performance to inform climate mitigation of multifamily buildings in disadvantaged communities."Sustainable Cities and Society
104 (2024) 105319. DOI