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Nagy, Zoltan / Henze, Gregor / Dey, Sourav / Arroyo, Javier / Helsen, Lieve / Zhang, Xiangyu / Chen, Bingqing / Amasyali, Kadir / Kurte, Kuldeep / Zamzam, Ahmed / Zandi, Helia / Drgoňa, Ján / Quintana, Matias / McCullogh, Steven / Park, June Young / Li, Han / Hong, Tianzhen / Brandi, Silvio / Pinto, Giuseppe / Capozzoli, Alfonso / Vrabie, Draguna / Berges, Mario / Nweye, Kingsley / Marzullo, Thibault / Bernstein, Andrey (2023): Ten questions concerning reinforcement learning for building energy management. In: Building and Environment, v. 241 (August 2023).
https://doi.org/10.1016/j.buildenv.2023.110435
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Wang, Yanyu / Tang, Pingbo / Liu, Kaijian / Cai, Jiannan / Ren, Ran / Lin, Jacob J. / Cai, Hubo / Zhang, Jiansong / El-Gohary, Nora / Berges, Mario / Golparvar Fard, Mani (2023): Characterizing Data Sharing in Civil Infrastructure Engineering: Current Practice, Future Vision, Barriers, and Promotion Strategies. In: Journal of Computing in Civil Engineering, v. 37, n. 2 (March 2023).
https://doi.org/10.1061/jccee5.cpeng-5077
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Vindel, Elvin / Akinci, Burcu / Berges, Mario (2023): A critical investigation of the readiness of VAV systems to adopt grid-interactive capabilities. In: Energy and Buildings, v. 286 (May 2023).
https://doi.org/10.1016/j.enbuild.2023.112974
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Liu, Chang / Harley, Joel B. / Ying, Yujie / Altschul, Martin H. / Berges, Mario / Garrett Jr., James H. / Greve, David W. / Moura, José M. F. / Oppenheim, Irving J. / Soibelman, Lucio: Ultrasonic Monitoring of a Pressurized Pipe in Operation. Presented at: Structures Congress 2013, Pittsburgh, Pennsylvania, May 2-4, 2013.
https://doi.org/10.1061/9780784412848.167
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Becerik-Gerber, Burcin / Lucas, Gale / Aryal, Ashrant / Awada, Mohamad / Berges, Mario / Billington, Sarah L. / Boric-Lubecke, Olga / Ghahramani, Ali / Heydarian, Arsalan / Jazizadeh, Farrokh / Liu, Ruying / Zhu, Runhe / Marks, Frederick / Roll, Shawn / Seyedrezaei, Mirmahdi / Taylor, John E. / Höelscher, Christoph / Khan, Azam / Langevin, Jared / Mauriello, Matthew Louis / Murnane, Elizabeth / Noh, Haeyoung / Pritoni, Marco / Schaumann, Davide / Zhao, Jie (2022): Ten questions concerning human-building interaction research for improving the quality of life. In: Building and Environment, v. 226 (December 2022).
https://doi.org/10.1016/j.buildenv.2022.109681
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Vindel, Elvin / Berges, Mario / Akinci, Burcu / Kavvada, Olga / Gavan, Valentin (2023): AlphaShed: A scalable load flexibility model for shedding potential in commercial HVAC systems. In: Energy and Buildings, v. 279 (January 2023).
https://doi.org/10.1016/j.enbuild.2022.112686
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Liu, Jingxiao / Xu, Susu / Berges, Mario / Noh, Hae Young (2022): HierMUD: Hierarchical multi-task unsupervised domain adaptation between bridges for drive-by damage diagnosis. In: Structural Health Monitoring, v. 22, n. 3 (September 2022).
https://doi.org/10.1177/14759217221081159
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Lei, Xuechen / Chen, Yan / Berges, Mario / Akinci, Burcu (2021): Formalized control logic fault definition with ontological reasoning for air handling units. In: Automation in Construction, v. 129 (September 2021).
https://doi.org/10.1016/j.autcon.2021.103781
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Choi, Byeongseong / Pozzi, Matteo / Berges, Mario / Bou-Zeid, Elie (2020): Developing Time-Variant Filter for Meso-Scale Surface Temperature Prediction. Presented at: IABSE Conference: Risk Intelligence of Infrastructures, Seoul, South Korea, 9-10 November 2020.
https://doi.org/10.2749/seoul.2020.059
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Chen, Bingqing / Cai, Zicheng / Berges, Mario (2020): Gnu-RL: A Practical and Scalable Reinforcement Learning Solution for Building HVAC Control Using a Differentiable MPC Policy. In: Frontiers in Built Environment, v. 6 (January 2020).
https://doi.org/10.3389/fbuil.2020.562239
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Carlson, Derrick R. / Matthews, H. Scott / Berges, Mario (2013): One size does not fit all: Averaged data on household electricity is inadequate for residential energy policy and decisions. In: Energy and Buildings, v. 64 (September 2013).
https://doi.org/10.1016/j.enbuild.2013.04.005
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Pan, Shijia / Berges, Mario / Rodakowski, Juleen / Zhang, Pei / Noh, Hae Young (2020): Fine-Grained Activity of Daily Living (ADL) Recognition Through Heterogeneous Sensing Systems With Complementary Spatiotemporal Characteristics. In: Frontiers in Built Environment, v. 6 (January 2020).
https://doi.org/10.3389/fbuil.2020.560497
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Malings, Carl / Pozzi, Matteo / Klima, Kelly / Berges, Mario / Bou-Zeid, Elie / Ramamurthy, Prathap (2018): Surface heat assessment for developed environments: Optimizing urban temperature monitoring. In: Building and Environment, v. 141 (August 2018).
https://doi.org/10.1016/j.buildenv.2018.05.059
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Berges, Mario / Goldman, Ethan / Matthews, H. Scott / Soibelman, Lucio / Anderson, Kyle (2011): User-Centered Nonintrusive Electricity Load Monitoring for Residential Buildings. In: Journal of Computing in Civil Engineering, v. 25, n. 6 (November 2011).
https://doi.org/10.1061/(asce)cp.1943-5487.0000108
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Liu, Xuesong / Akinci, Burcu / Berges, Mario / Garrett, James H. (2014): Domain-Specific Querying Formalisms for Retrieving Information about HVAC Systems. In: Journal of Computing in Civil Engineering, v. 28, n. 1 (January 2014).
https://doi.org/10.1061/(asce)cp.1943-5487.0000294
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Eybpoosh, Matineh / Berges, Mario / Noh, Hae Young (2016): Sparse representation of ultrasonic guided-waves for robust damage detection in pipelines under varying environmental and operational conditions. In: Structural Control and Health Monitoring, v. 23, n. 2 (February 2016).
https://doi.org/10.1002/stc.1776
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Shahandashti, Seyed Mohsen / Razavi, Saiedeh N. / Soibelman, Lucio / Berges, Mario / Caldas, Carlos H. / Brilakis, Ioannis / Teizer, Jochen / Vela, Patricio A. / Haas, Carl / Garrett, James / Akinci, Burcu / Zhu, Zhenhua (2011): Data-Fusion Approaches and Applications for Construction Engineering. In: Journal of Construction Engineering and Management, v. 137, n. 10 (October 2011).
https://doi.org/10.1061/(asce)co.1943-7862.0000287
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Taneja, Saurabh / Akinci, Burcu / Garrett, James H. / Soibelman, Lucio / Ergen, Esin / Pradhan, Anu / Tang, Pingbo / Berges, Mario / Atasoy, Guzide / Liu, Xuesong / Shahandashti, Seyed Mohsen / Anil, Engin Burak (2011): Sensing and Field Data Capture for Construction and Facility Operations. In: Journal of Construction Engineering and Management, v. 137, n. 10 (October 2011).
https://doi.org/10.1061/(asce)co.1943-7862.0000332