Publications: Modeling
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2020
Baker, , Andrew M., Andrew R. Crothers, Kavitha Chintam, Xiaoyan Luo, Adam Z. Weber, Rodney L. Borup, and Ahmet Kusoglu."Morphology and Transport of Multivalent Cation-Exchanged Ionomer Membranes Using Perfluorosulfonic Acid–CeZ+as a Model System."ACS Applied Polymer Materials
2.8 (2020) 3642 - 3656. DOI
Fischer, Marc L., Eric D. Lebel, and Robert B. Jackson."Quantifying Methane from California’s Plugged and Abandoned Oil and Gas Wells."
(2020).
Gautam, Sagar, Umakant Mishra, Corinne D. Scown, and Yao Zhang."Sorghum biomass production in the continental United States and its potential impacts on soil organic carbon and nitrous oxide emissions."GCB Bioenergy
12.10 (2020) 878 - 890. DOI
Gerke, Brian F., Giulia Gallo, Sarah Josephine Smith, Jingjing Liu, Shuba V. Raghavan, Peter Schwartz, Mary Ann Piette, Rongxin Yin, and Sofia Stensson."The California Demand Response Potential Study, Phase 3: Final Report on the Shift Resource through 2030."
(2020). DOI
O'Brien, William, Farhang Tahmasebi, Rune Korsholm Andersen, Elie Azar, Marilena De Simone, Zsofia Belafi, Christiane Berger, Dong Chen, Simona D'Oca, Tianzhen Hong, Quan Jin, Dolaana Khovalyg, Roberto Lamberts, Vojislav Novakovic, June Young Park, Manfred Plagmann, Vinu Subashini Rajus, Marika Vellei, Silke Verbruggen, Andreas Wagner, Eric Willems, Da Yan, and Jin Zhou."An international review of occupant-related aspects of building energy codes and standards."Building and Environment
179 (2020) 106906. DOI
Yang, Bin, Xiaojing Li, Yingzhen Hou, Alan K. Meier, Xiaogang Cheng, Joon-Ho Choi, Faming Wang, Huan Wang, Andreas Wagner, Da Yan, Angui Li, Thomas Olofsson, and Haibo Li."Non-invasive (non-contact) measurements of human thermal physiology signals and thermal comfort/discomfort poses -A review."Energy and Buildings
224 (2020) 110261. DOI
Wang, Zhe, and Tianzhen Hong."Reinforcement learning for building controls: The opportunities and challenges."Applied Energy
269 (2020) 115036. DOI
Wang, Zhe, Hui Zhang, Yingdong Hi, Maohui Luo, Ziwei Li, Tianzhen Hong, and Borong Lin."Revisiting individual and group differences in thermal comfort based on ASHRAE database."Energy and Buildings
219 (2020) 110017. DOI
WuDunn, Mark, Avideh Zakhor, Samir Touzani, and Jessica Granderson."Aerial 3D Building Reconstruction from RGB Drone Imagery."SPIE Geospatial Informatics X
(2020).
Malik, Jeetika, Ronita Bardhan, Tianzhen Hong, and Mary Ann Piette."Contextualising adaptive comfort behaviour within low-income housing of Mumbai, India."Building and Environment
177 (2020) 106877. DOI
Sun, Kaiyu, Michael Specian, and Tianzhen Hong."Nexus of thermal resilience and energy efficiency in buildings: A case study of a nursing home."Building and Environment
177 (2020) 106842. DOI
Less, Brennan, Iain S. Walker, David M. Lorenzetti, Evan Mills, Vi H. Rapp, Spencer M. Dutton, Michael D. Sohn, Xiwang Li, Jordan D. Clark, and Max H. Sherman."Smart Ventilation for Advanced California Homes."
(2020).
Prakash, Anand, Kun Zhang, Pranav Gupta, David Blum, Marc Marshall, Gabe Fierro, Peter Alstone, James Zoellic, Richard E. Brown, and Marco Pritoni."Solar+ Optimizer: A Model Predictive Control Optimization Platform for Grid Responsive Building Microgrids."Energies
13.12 (2020) 3093. DOI
Wang, Zhe, Jingyi Wang, Yueer He, Yanchen Liu, Borong Lin, and Tianzhen Hong."Dimension analysis of subjective thermal comfort metrics based on ASHRAE Global Thermal Comfort Database using machine learning."Journal of Building Engineering
29 (2020) 101120. DOI
O’Brien, William, Andreas Wagner, Marcel Schweiker, Ardeshir Mahdavi, Julia Day, Mikkel Baun Kjærgaard, Salvatore Carlucci, Bing Dong, Farhang Tahmasebi, Da Yan, Tianzhen Hong, H. Burak Gunay, Zoltan Nagy, Clayton Miller, and Christiane Berger."Introducing IEA EBC Annex 79: Key challenges and opportunities in the field of occupant-centric building design and operation."Building and Environment
(2020) 106738. DOI
Luo, , Xuan, Tianzhen Hong, and Yu-Hang Tang."Modeling Thermal Interactions between Buildings in an Urban Context."Energies
13.9 (2020) 2382. DOI
Yoon, Nari, Mary Ann Piette, Jung Min Han, Wentao Wu, and Ali Malkawi."Optimization of Window Positions for Wind-Driven Natural Ventilation Performance."Energies
13.10 (2020) 2464. DOI
Haves, Philip, Baptiste Ravache, and Mehry Yazdanian."Accuracy of HVAC Load Predictions: Validation of EnergyPlus and DOE-2 using FLEXLAB Measurements."
(2020). DOI
Guha, Abhinav, Sally Newman, David Fairley, Tan M. Dinh, Linda Duca, Stephen C. Conley, Mackenzie L. Smith, Andrew K. Thorpe, Riley Duren, Daniel H. Cusworth, Kelsey T. Foster, Marc L. Fischer, Seongeun Jeong, Nazli Yesiller, James L. Hanson, and Philip T. Martien."Assessment of Regional Methane Emission Inventories through Airborne Quantification in the San Francisco Bay AreaAssessment of Regional Methane Emission Inventories through Airborne Quantification in the San Francisco Bay Area."Environmental Science & Technology
54.15 (2020) 9254 - 9264. DOI
Wang, Zhe, Tianzhen Hong, and Mary Ann Piette."Building thermal load prediction through shallow machine learning and deep learning."Applied Energy
263 (2020) 114683. DOI
Thorpe, Andrew K., Riley Duren, Stephen A. Conley, Kuldeep R. Prasad, Brian De. Bue, Vineet Yadav, Kelsey T. Foster, Talha Rafiq, Francesca M. Hopkins, Mackenzie L. Smith, Marc L. Fischer, David R. Thompson, C. Frankenberg, Ian B. McCubbin, Michael L. Eastwood, Robert O. Green, and Charles E. Miller."Methane emissions from underground gas storage in California."Environmental Research Letters
15.4 (2020) 045005. DOI
Hong, Tianzhen, Zhe Wang, Xuan Luo, and Wanni Zhang."State-of-the-art on research and applications of machine learning in the building life cycle."Energy and Buildings
212 (2020) 109831. DOI
Leifer, Ira, Christopher Melton, Robert Chatfield, Xinguang Cui, Marc L. Fischer, Matthew Fladeland, Warren Gore, Dennis L. Hlavka, Laura T. Iraci, Jocette E. Marrero, Ju-Mee Ryoo, Tomoaki Tanaka, Emma L. Yates, and John E. Yorks."Air pollution inputs to the Mojave Desert by fusing surface mobile and airborne in situ and airborne and satellite remote sensing: A case study of interbasin transport with numerical model validation."Atmospheric Environment
224 (2020) 117184. DOI
Kim, Donghun, Yeonjin Bea, Sehyun Yun, and James E. Braun."A methodology for generating reduced-order models for large-scale buildings using the Krylov subspace method."Journal of Building Performance Simulation
13.4 (2020) 419 - 429. DOI
Purohit, Pallav, Lena Höglund-Isaksson, John Dulac, Nihar Shah, Max Wei, Peter Rafaj, and Wolfgang Schöpp."Electricity savings and greenhouse gas emission reductions from global phase-down of hydrofluorocarbons."Atmospheric Chemistry and Physics
20.19 (2020) 11305 - 11327. DOI