Wang, Zhe, Tianzhen  Hong, and Mary Ann Piette. "Data fusion in predicting internal heat gains for office buildings through a deep learning approach." Applied Energy 240 (2019) 386 - 398.

Wang, Zhe, Tianzhen  Hong, Mary Ann Piette, and Marco  Pritoni. "Inferring occupant counts from Wi-Fi data in buildings through machine learning." Building and Environment 158 (2019) 281 - 294.

Blum, David, K.  Arendt, Lisa  Rivalin, Mary Ann Piette, Michael  Wetter, and C.T.  Veje. "Practical factors of envelope model setup and their effects on the performance of model predictive control for building heating, ventilating, and air conditioning systems." Applied Energy 236 (2019) 410 - 425.

Wang, Zhe, Tianzhen  Hong, and Mary Ann Piette. "Predicting plug loads with occupant count data through a deep learning approach." Energy 181 (2019) 29 - 42.

Regnier, Cynthia, Kaiyu  Sun, Tianzhen  Hong, and Mary Ann Piette. "Quantifying the benefits of a building retrofit using an integrated system approach: A case study." Energy and Buildings 159 (2018).

Chen, Yixing, Tianzhen  Hong, and Mary Ann Piette. Automatic Generation and Simulation of Urban Building Energy Models Based on City Datasets for City-Scale Building Retrofit Analysis. 2017.

Luo, Xuan, Tianzhen  Hong, Yixing  Chen, and Mary Ann Piette. Electric Load Shape Benchmarking for Small- and Medium-Sized Commercial Buildings. 2017.

Piette, Mary Ann, Tianzhen  Hong, William J Fisk, Norman  Bourassa, Wanyu R Chan, Yixing  Chen, H.Y. Iris Cheung, Toshifumi  Hotchi, Margarita  Kloss, Sang Hoon Lee, Phillip N Price, Oren  Schetrit, Kaiyu  Sun, Sarah C Taylor-Lange, and Rongpeng  Zhang. Small and Medium Building Efficiency Toolkit and Community Demonstration Program. 2017. LBNL-2001054.

Pass, Rebecca Zarin, Michael  Wetter, and Mary Ann Piette. "A Tale of Three District Energy Systems: Metrics and Future Opportunities." 2016 ACEEE Summer Study on Energy Efficiency in Buildings. 2016.

Lee, Sang Hoon, Tianzhen  Hong, Mary Ann Piette, Geof  Sawaya, Yixing  Chen, and Sarah C Taylor-Lange. "Accelerating the energy retrofit of commercial buildings using a database of energy efficiency performance." Energy (2015). LBNL-1004494.

Hong, Tianzhen, Mary Ann Piette, Yixing  Chen, Sang Hoon Lee, Sarah C Taylor-Lange, Rongpeng  Zhang, Kaiyu  Sun, and Phillip N Price. "Commercial Building Energy Saver: An energy retrofit analysis toolkit." Applied Energy 159 (2015). LBNL-1004502.

Lee, Sang Hoon, Tianzhen  Hong, Geof  Sawaya, Yixing  Chen, and Mary Ann Piette. "DEEP: A Database of Energy Efficiency Performance to Accelerate Energy Retrofitting of Commercial Buildings." (2015). LBNL-180309.

Lee, Sang Hoon, Tianzhen  Hong, Mary Ann Piette, and Sarah C Taylor-Lange. "Energy retrofit analysis toolkit for commercial buildings: A review." 89 (2015) 1087-1100. LBNL-1004503.

Mills, Evan, Jessica  Granderson, Wanyu R Chan, Richard C Diamond, Philip  Haves, Bruce  Nordman, Paul A Mathew, Mary Ann Piette, Gerald  Robinson, and Stephen E Selkowitz. "Green, Clean, & Mean: Pushing the Energy Envelope in Tech Industry Buildings." 2015. LBNL-1005070E.

Sun, Kaiyu, Tianzhen  Hong, Sarah C Taylor-Lange, and Mary Ann Piette. "A pattern-based automated approach to building energy model calibration." (2015). LBNL-1004495.

Lee, Sang Hoon, Tianzhen  Hong, and Mary Ann Piette. Review of Existing Energy Retrofit Tools. 2014. LBNL-6774E.

Narayanan, Satish, Michael G Apte, Philip  Haves, Mary Ann Piette, and John  Elliott. "Systems Approach to Energy Efficient Building Operation: Case Studies and Lessons Learned in a University Campus." 2010 ACEEE Summer Study on Energy Efficiency in Buildings 2010.

Kiliccote, Sila, Mary Ann Piette, David S Watson, and Glenn D Hughes. "Dynamic Controls for Energy Efficiency and Demand Response: Framework Concepts and a New Construction Case Study in New York." 2006 ACEEE Summer Study on Energy Efficiency in Buildings 2006.

Xu, Peng, Philip  Haves, Mary Ann Piette, and James E Braun. "Peak Demand Reduction from Pre-Cooling with Zone Temperature Reset in an Office Building." 2004 ACEEE Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA, 2004. LBNL-55800.

Piette, Mary Ann, Satkartar T Khalsa, and Philip  Haves. "Analysis of an Information Monitoring and Diagnostic System to Improve Building Operations." Energy and Buildings 33.8 (2001) 783-792. LBNL-46038.

Kinney, Satkartar, Mary Ann Piette, Lixing  Gu, and Philip  Haves. "Demand Relief and Weather Sensitivity in Large California Commercial Buildings." International Conference for Enhancing Building Operations 2001.

Piette, Mary Ann, Satkartar T Khalsa, and Philip  Haves. "Use of an Information Monitoring and Diagnostic System for Commissioning and Ongoing Operations." 8th National Conference on Building Commissioning PECI 2000.