Gabe Fierro

Publications

Viewing 14 of 14 publications

2025

Mulayim, Ozan Baris, Avia Anwar, Umut Mete Saka, Lazlo Paul, Anand Prakash, Gabe Fierro, Marco Pritoni, and Mario Bergés. "BuildingQA: A Benchmark for Natural Language Question Answering over Building Knowledge Graphs." Proceedings of the 12th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. ACM, 2025. 65–75.

2024

Mulayim, Ozan Baris, Lazlo Paul, Marco Pritoni, Anand Prakash, Malavikha Sudarshan, and Gabe Fierro. "Large Language Models for the Creation and Use of Semantic Ontologies in Buildings: Requirements and Challenges." Proceedings of the 11th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. ACM, 2024. 312–317.

Pritoni, Marco, Michael Wetter, Lazlo Paul, Weiping Huang, Steven Bushby, Parastoo Delgoshaei, Michael Poplawski, Avijit Saha, Gabe Fierro, Matt Steen, Joel Bender, and Paul Ehrlich. "Digital and Interoperable: The future of building automation is on the horizon. What’s in it for me?" ACEEE Summer Study . 2024.

2023

Peffer, Therese, Gabe Fierro, Paul Raftery, Carlos Duarte Roa, Marco Pritoni, Michael Wetter, Anand Prakash, Lazlo Paul, and Erik Paulson. "Skewering the silos: using Brick to enable portable analytics, modeling and controls in buildings." Center for the Built Environment (2023).

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2022

Roa, Carlos Duarte, Paul Raftery, Ruiji Sun, Lazlo Paul, Anand Prakash, Marco Pritoni, Gabe Fierro, and Therese Peffer. "Towards a Stronger Foundation: Digitizing Commercial Buildings with Brick to Enable Portable Advanced Applications." 2022 Summer Study on Energy Efficiency in Buildings. Pacific Grove, CA: ACEEE, 2022.

Luo, Na, Gabe Fierro, Yapan Liu, Bing Dong, and Tianzhen Hong. "Extending the Brick schema to represent metadata of occupants." Automation in Construction 139 (2022) 104307.

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2021

Bennani, Imane Lahmam, Anand Prakash, Marina Zafiris, Lazlo Paul, Carlos Duarte Roa, Paul Raftery, Marco Pritoni, and Gabe Fierro. "Query relaxation for portable brick-based applications." BuildSys ’21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. Coimbra, Portugal: ACM, 2021.

Wetter, Michael, Jianjun Hu, Anand Prakash, Paul Ehrlich, Gabe Fierro, Milica Grahovac, Marco Pritoni, Lisa Rivalin, and Dave Robin. "Modelica-json: Transforming energy models to digitize the control delivery process." IBPSA Building Simulation Conference 2021. Brugge, Belgium, 2021.

2020

Fierro, Gabe, Marco Pritoni, Moustafa Abdelbaky, Daniel Lengyel, John Leyden, Anand Prakash, Pranav Gupta, Paul Raftery, Therese Peffer, Greg Thomson, and David Culler. "Mortar: An Open Testbed for Portable Building Analytics." ACM Transactions on Sensor Networks 16.1 (2020) 1–31.

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Bergmann, Harry, Cory Mosiman, Avijit Saha, Selam Haile, William Livingood, Steven Bushby, Gabe Fierro, Joel Bender, Michael Poplawski, Jessica Granderson, and Marco Pritoni. "Semantic Interoperability to Enable Smart, Grid-Interactive Efficient Buildings." 2020 Summer Study on Energy Efficiency in Buildings. 2020.

Fierro, Gabe, Anand Prakash, Cory Mosiman, Marco Pritoni, Paul Raftery, Michael Wetter, and David Culler. "Interactive Metadata Integration with Brick." BuildSys ’20: Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. Japan, 2020.

Fierro, Gabe, Anand Prakash, Cory Mosiman, Marco Pritoni, Paul Raftery, Michael Wetter, and David Culler. "Shepherding Metadata Through the Building Lifecycle." BuildSys ’20: Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation. Japan, 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.

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2018

Panagopoulos, Athanasios Aris, Michail Katsigiannis, Marco Pritoni, Gabe Fierro, Daniel Lengyel, Therese Peffer, Georgios Chalkiadakis, and David Culler. "Dealing with Expected Thermal Discomfort." ACEEE Summer Study on Energy Efficiency in Buildings 2018.