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Collaborations and top research areas from the last five years
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A cyber-resilient control framework with adaptive model predictive control (AMPC) for securing energy systems in smart buildings
Li, G., Fu, Y., O’Neill, Z., Yang, Z., Adetola, V., Wen, J., Ren, L., Wu, T., Zhu, Q., Candan, K. S. & Parikh, C., 2026, In: Science and Technology for the Built Environment. 32, 1, p. 1-24 24 p.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
Cross-Domain Conditional Diffusion Models for Time Series Imputation
Zhang, K., Jing, B., Candan, K. S., Zhou, D., Wen, Q., Liu, H. & Ding, K., 2026, Machine Learning and Knowledge Discovery in Databases. Research Track and Applied Data Science Track - European Conference, ECML PKDD 2025, Proceedings. Pfahringer, B., Japkowicz, N., Larrañaga, P., Ribeiro, R. P., Dutra, I., Jorge, A. M., Soares, C., Gama, J., Pechenizkiy, M., Cortez, P., Pashami, S. & Abreu, P. H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 57-74 18 p. (Lecture Notes in Computer Science; vol. 16020 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Graph-based unsupervised domain adaptation for fault diagnosis of HVAC systems
Ghalamsiah, N., Wen, J., Wu, T., Candan, K. S. & O'Neill, Z., Feb 1 2026, In: Building and Environment. 289, 114055.Research output: Contribution to journal › Article › peer-review
Open Access -
An interdisciplinary perspective of the built-environment microbiome
McAlister, J. S., Blum, M. J., Bromberg, Y., Fefferman, N. H., He, Q., Lofgren, E., Miller, D. L., Schreiner, C., Selcuk Candan, K., Szabo-Rogers, H. & Michael Reed, J., Jan 1 2025, In: FEMS microbiology ecology. 101, 1, fiae166.Research output: Contribution to journal › Article › peer-review
Open Access2 Link opens in a new tab Scopus citations -
CausalBench: Causal Learning Research Streamlined
Kapkiç, A., Mandal, P., Gorantla, A., Wan, S., Çoban, E., Sheth, P., Liu, H. & Candan, K. S., Aug 3 2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 6239-6240 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access1 Link opens in a new tab Scopus citations
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Elements: CausalBench: A Cyberinfrastructure for Causal-Learning Benchmarking for Efficacy, Reproducibility, and Scientific Collaboration
Liu, H. (CoI) & Candan, K. (PI)
National Science Foundation (NSF)
7/1/23 → 6/30/26
Project: Research project
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NSF Engines Southwest Sustainability Innovation Engine SWSIE
Nielsen, D. (CoI), Neithalath, N. (CoI), White, D. (CoI), Solis, P. (CoI), Flory, J. (CoI), Johnson, B. (CoI), Keeler, L. (CoI), Mathews, M. (CoI), Ariaratnam, S. (CoI), Barclay, S. (CoI), Dirks, G. (CoI), Goodnick, S. (CoI), Rittmann, B. (CoI), Guston, D. (CoI), Westerhoff, P. (CoI), Pataki, D. (CoI), Candan, K. (CoI), Garcia, M. (CoI), Miller, C. (CoI), Santanam, R. (CoI), Vivoni, E. (CoI), Anderies, M. (CoI), Rice, S. (CoI), Guardaro, M. (CoI), Green, M. (CoI) & Schlosser, P. (PI)
National Science Foundation (NSF)
3/1/24 → 2/28/26
Project: Research project
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PIRE: Building Decarbonization via AI-empowered District Heat Pump Systems
Wu, T. (PI) & Candan, K. (CoI)
National Science Foundation (NSF)
1/1/23 → 12/31/25
Project: Research project
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PIPP Phase I: Predicting Emergence in Multidisciplinary Pandemic Tipping-points (PREEMPT)
Liu, H. (CoI) & Candan, K. (PI)
National Science Foundation (NSF)
8/1/22 → 1/31/25
Project: Research project
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SCC-IRG JST: PanCommunity: Leveraging Data and Models for Understanding and Improving Community Response in Pandemics
Candan, K. (PI) & Pedrielli, G. (CoI)
National Science Foundation (NSF)
10/1/21 → 9/30/24
Project: Research project