Publications: Modeling
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2026
Poliziani, Cristian, Ling Jin, Xiaodan Xu, Yuhan Wang, Haitam Laarabi, James Butler, Carlos Guirado, Nazanin Rezaei, Zachary Needell, Tom Wenzel, and C․Anna Spurlock."Traffic, air quality, and health impacts resulting from transport interventions using a regional-scale agent-based transportation system model."Sustainable Cities and Society
141 (2026) 107263. DOI
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).
Johnson, Evan F, Rangachary Mukundan, and Adam Z Weber."Membrane Degradation in PEM Fuel Cells: Part I. Modeling Gas Crossover and the Pt Band."Journal of The Electrochemical Society
173.2 (2026) 024504. DOI
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
Wang, Yuhan, Lucas A.J Bastien, Yuan Wang, Ling Jin, and Robert A Harley."Temperature and stagnation effects on ozone sensitivity to NOx and VOC: an adjoint modeling study in central California."Atmospheric Chemistry and Physics
25 (2025) 17651–17665. 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
Jeong, Seongeun, Sofia D Hamilton, Matthew S Johnson, Dien Wu, Alexander J Turner, and Marc L Fischer."Applying Gaussian Process Machine Learning and Modern Probabilistic Programming to Satellite Data to Infer CO2 Emissions."Environmental Science & Technology
(2025).
Guo, Wenxuan, Z Hu, Ling Jin, Yanyan Xu, and Marta C González."DeepAir: Deep learning and satellite imagery to estimate high-resolution PM2.5 at scale."Machine Learning: Science and Technology
(2025). 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
Burdeau, Philippine M, Evan D Sherwin, Sébastien C Biraud, Elena S. F Berman, and Adam R Brandt."High-resolution national mapping of natural gas composition substantially updates methane leakage impacts."Nature Communications
16.1 (2025). DOI
Varon, Daniel J, Daniel J Jacob, Lucas A Estrada, Nicholas Balasus, James D East, Drew C Pendergrass, Zichong Chen, Melissa P Sulprizio, Mark Omara, Ritesh Gautam, Zachary R Barkley, Felipe J. Cardoso Saldaña, Emily K Reidy, Harshil Kamdar, Evan D Sherwin, Sebastien C Biraud, Dylan Jervis, Sudhanshu Pandey, John R Worden, Kevin W Bowman, Joannes D Maasakkers, and Robert L Kleinberg."Seasonality and Declining Intensity of Methane Emissions from the Permian and Nearby US Oil and Gas Basins."Environmental Science & Technology
(2025). DOI
Johnson, Matthew S, Sofia D Hamilton, Seongeun Jeong, Yu Yan Cui, Dien Wu, Alex Turner, and Marc L Fischer."State-wide California 2020 carbon dioxide budget estimated with OCO-2 and OCO-3 satellite data."Atmospheric Chemistry and Physics
25.15 (2025) 8475-8492. 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