Journal Articles
11. Mehraban, M., Mirzabeigi, S., Wang, M., Liu, R., & Sepasgozar, S. (2025). Automated Image-to-BIM Using Neural Radiance Fields and Vision-Language Semantic Modeling. Buildings, 15, 4549. https://doi.org/10.3390/buildings15244549
10. Mehraban, M., Mirzabeigi, S., Faraji, S., Soltanian-Zadeh, S., & Sepasgozar, S. (2025). AI-Driven Prediction of Building Energy Performance and Thermal Resilience During Power Outages: A BIM-Simulation Machine Learning Workflow. Buildings, 15, 3950. https://doi.org/10.3390/buildings15213950
9. Mirzabeigi, S., Razkenari, M., & Crovella, P. (2025). Building Envelope Thermal Anomaly Detection Using an Integrated Vision-based Technique and Semantic Segmentation. Buildings, 15, 2672. https://doi.org/10.3390/buildings15152672
8. Mirzabeigi, S., Razkenari, M., & Crovella, P. (2025). A Review of the Potential of Drone-Based Approaches for Integrated Building Envelope Assessment. Buildings, 13, 2230. https://doi.org/10.3390/buildings15132230
7. Mirzabeigi, S., Soltanian-Zadeh, S., Krietemeyer, B., Dong, B., & Zhang, J. (2025). Energy consumption and IEQ monitoring in two university apartment buildings: Pre-retrofit dataset. Scientific Data, 12, 1022. https://doi.org/10.1038/s41597-025-05355-4
6. Soltanian-Zadeh, S., Mirzabeigi, S., Krietemeyer, B., & Zhang, J. (2025). Towards occupant-centric building retrofits: An integrated protocol for real-time monitoring of building energy use, indoor environmental quality, and enclosure performance pre- and post-retrofitting. Science and Technology for the Built Environment,1-18. https://doi.org/10.1080/23744731.2025.2511558
5. Iqbal, F., & Mirzabeigi, S. (2025). Digital Twin-Enabled Building Information Modeling–Internet of Things (BIM-IoT) Framework for Optimizing Indoor Thermal Comfort Using Machine Learning. Buildings, 15(10), 1584. https://doi.org/10.3390/buildings15101584
4. Kurzinski, S., Mirzabeigi, S., & Riccitelli, B. (2025). Comparative Performance Analysis of Mass Timber, Conventional, and SIPs Envelope Systems in Residential Buildings. Mass Timber Construction Journal, 8(1), 1-11. https://www.journalmtc.com/index.php/mtcj/article/view/42
3. Li, L., Mirzabeigi, S., Soltanian-Zadeh, S., Dong, B., Krietemeyer, B., Gao, P., Wilson, N., Carter, B., & Zhang, J. (2025). A high-performance multi-scale modular-based green design studio platform for building and urban environmental quality and energy simulations. Sustainable Cities and Society, 119, 106078. https://doi.org/10.1016/j.scs.2024.106078
2. Mirzabeigi, S., & Razkenari, M. (2022). Design optimization of urban typologies: A framework for evaluating building energy performance and outdoor thermal comfort. Sustainable Cities and Society, 76, 103515. https://doi.org/10.1016/j.scs.2021.103515
1. Mirzabeigi, S., Nasr, B. K., Mainini, A. G., Cadena, J. D. B., & Lobaccaro, G. (2021). Tailored WBGT as a heat stress index to assess the direct solar radiation effect on indoor thermal comfort. Energy & Buildings, 242, 110974. https://doi.org/10.1016/j.enbuild.2021.110974
Conference Proceedings
13. Mirzabeigi, S., Razkenari, M., & Crovella, P. (2024). Automated Thermal Anomaly Detection through Deep Learning-based Semantic Segmentation of Building Envelope Images. ASCE International Conference on Computing in Civil Engineering (i3CE 2024), 33-42. https://doi.org/10.1061/9780784486115.004
12. Mirzabeigi, S., Zhang, R., Soltanian-Zadeh, S., Krietemeyer, & Zhang, J. (2024). Modeling, Simulation and Measurement of a Full-scale Integrated Energy Efficiency Retrofit Prototype for Single-Family Attached Residences in Cold Climates. 2024 IIBEC/OBEC Building Enclosure Symposium (BES), 106-115. https://www.researchgate.net/publication/385074084
11. Mirzabeigi, S., & Dong, B. (2024). Miscellaneous Electric Loads Prediction by Deep Learning Implementation: An Educational Case Study. ASHRAE Transactions; Atlanta Vol. 130. 230-238. (2025 ASHRAE Best Paper Award) https://libezproxy.syr.edu/login?url=https://www.proquest.com/scholarly-journals/miscellaneous-electric-loads-prediction-deep/docview/3094505952/se-2?accountid=14214
10. Mirzabeigi, S., Soltanian-Zadeh, S., Krietemeyer, B., Dong, B., Wilson, N., Carter, B., & Zhang, J. (2024). Towards Occupant-Centric Building Retrofit Assessments: An Integrated Protocol for Real-time Monitoring of Building Energy Use, Indoor Environmental Quality, and Enclosure Performance in Relationship to Occupant Behaviors. ASHRAE Transactions; Atlanta Vol. 130. 70-78. https://libezproxy.syr.edu/login?url=https://www.proquest.com/scholarly-journals/towards-occupant-centric-building-retrofit/docview/3094506094/se-2?accountid=14214
9. Mirzabeigi, S., Zhang, J., & Razkenari, M. (2023). Exterior Retrofitting Systems for Energy Conservation and Efficiency in Cold Climates: A Systematic Review. In: Wang, L.L., et al. Proceedings of the 5th International Conference on Building Energy and Environment. COBEE 2022. Environmental Science and Engineering. Springer, Singapore. http://dx.doi.org/10.1007/978-981-19-9822-5_44
8. Mirzabeigi, S., Homaei, S., Razkenari, M., & Hamdy, M. (2023). The Impact of Building Retrofitting on Thermal Resilience against Power Failure: A Case of Air-conditioned House. In: Wang, L.L., et al. Proceedings of the 5th International Conference on Building Energy and Environment. COBEE 2022. Environmental Science and Engineering. Springer, Singapore. http://dx.doi.org/10.1007/978-981-19-9822-5_279
7. Kurzinski, S., Mirzabeigi, S., Razkenari, M., & Crovella, P. (2022). Construction Management Education with Reality Capture: Enabling Communication and Teamwork in a Learner-centered Approach. 2022 ASEE Annual Conference & Exposition, Minneapolis, Minnesota, USA. https://peer.asee.org/40619
6. Mirzabeigi, S., & Razkenari, M. (2022). Multiple benefits through residential building energy retrofit and thermal resilient design. 6th Residential Building Design & Construction Conference (RBDCC), 456-465. https://www.researchgate.net/profile/Shayan-Mirzabeigi/publication/360461599
5. Mirzabeigi, S., Eteghad, P., Razkenari, M., Crovella, P., & Zhang, J. (2022). Drone-based scanning technology for characterizing the geometry and thermal conditions of building enclosure system for fast energy audit and design of retrofitting strategies. 6th Residential Building Design & Construction Conference (RBDCC), 251-260. https://www.researchgate.net/profile/Shayan-Mirzabeigi/publication/360461605
4. Mirzabeigi, S., & Razkenari, M. (2022). Automated Vision-Based Building Energy Assessment Using Drone Thermography. Construction Research Congress 2022, 737-746. https://doi.org/doi:10.1061/9780784483961.077
3. Mirzabeigi, S., & Razkenari, M. (2021). Data-driven Building Occupancy Prediction: An educational building case study. ASCE International Conference on Computing in Civil Engineering (i3CE 2021), 9-16. https://doi.org/10.1061/9780784483893.002
2. Mirzabeigi, S., & Razkenari, M. (2021). Assessing residential energy performance and outdoor thermal comfort within four urban typologies in Syracuse. 12th Annual Symposium on Simulation for Architecture and Urban Design (SimAUD 2021), April 15-17, 2021. https://www.researchgate.net/publication/350620342
1. Othman, M., Elareef, E., Chronopoulou, A., Mirzabeigi, S., Pesenti, M., Miliokas, E., Nasr, B. K., & Vakili, B. (2020). Innovative Responsive Shading System: Multifunctional Case Study in Milan. Proceedings of Rapid Cities – Responsive Architectures, 113-124, November 22-24, 2020, Dubai, UAE. https://www.researchgate.net/publication/352719634
Posters
21. Gao, C., Motsiff, J., Paing, A., Mirzabeigi, S., & Soltanian-Zadeh, S. (2025). Deep Retrofit in Action: A Case Study in Envelope and Mechanical Integration. 2025 SyracuseCoE Innovation Showcase & Summer BBQ, August 12, 2025, Syracuse, New York, USA.
20. Fan, X., Neitch, A., Shen, Y., Mirzabeigi, S., & Davidson, C. (2025). Simulated Hygrothermal Behavior of a Novel Sustainable Roof System for Green Buildings. 2025 SyracuseCoE Innovation Showcase & Summer BBQ, August 12, 2025, Syracuse, New York, USA.
19. Soltanian-Zadeh, S., Mirzabeigi, S., Krietemeyer, B., & Zhang, J. (2025). Comparative Analysis of Pre- and Post-Retrofit Indoor Environmental Quality (IEQ) Conditions and the Impact of Occupant Activities. 6th International Conference on Building Energy and Environment (COBEE), July 7, 2025, Eindhoven, Netherlands.
18. Mirzabeigi, S., Soltanian-Zadeh, S., Krietemeyer, B., & Zhang, J. (2025). Hygrothermal Performance and Dynamic Behavior of a Panel-based Exterior Retrofitting Wall System: Post-retrofit Measurements and Analysis. 6th International Conference on Building Energy and Environment (COBEE), July 7, 2025, Eindhoven, Netherlands.
17. Iqbal, F., & Mirzabeigi, S. (2025). Digital Twin-Enabled BIM-IoT Framework for Optimizing Indoor Thermal Comfort Using Machine Learning. 23rd Annual New York State Green Building Conference, March 27, 2025, Syracuse, New York, USA.
16. Guo, X., Soltanian-Zadeh, S., Mirzabeigi, S., & Zhang, J. (2025). Impacts of Canadian Wildfire-Induced Smog on Outdoor and Indoor PM2.5 Levels in a Syracuse Office Environment. 23rd Annual New York State Green Building Conference, March 27, 2025, Syracuse, New York, USA.
15. Mirzabeigi, S., Soltanian-Zadeh, S., Krietemeyer, B., & Zhang, J. (2024). Performance Monitoring of Building Enclosure for Developing and Validating Integrated Retrofitting Solutions. 2024 SyracuseCoE Innovation Showcase & Summer BBQ, August 13, 2024, Syracuse, New York, USA.
14. Mirzabeigi, S., Crovella, P., & Razkenari, M. (2024). Automated Thermal Anomaly Detection through Deep Learning-based Semantic Segmentation of Building Envelope Images. 2024 IEEE Systems and Technologies for Remote Sensing Applications Through Unmanned Aerial Systems (STRATUS), May 20-22, 2024, Syracuse, New York, USA.
13. Mirzabeigi, S., Soltanian-Zadeh, S., Krietemeyer, B., Dong, B., Wilson, N., Carter, B., & Zhang, J. (2024). Towards Occupant-Centric Building Retrofit Assessments: An Integrated Protocol for Real-Time Monitoring of Building Energy Retrofits. 2024 Syracuse University College of Engineering and Computer Science (ECS) Research Day, March 22, 2024, Syracuse, New York, USA.
12. Mirzabeigi, S., Qin, Z., & Zhang, J. (2024). Enhancing Our Understanding of Silica Aerogels’ Thermal Conductivity through a Two-Step Simulation Approach. 2024 Syracuse University College of Engineering and Computer Science (ECS) Research Day, March 22, 2024, Syracuse, New York, USA.
11. Mirzabeigi, S., Soltanian-Zadeh, Carter, B., S., Krietemeyer, B., & Zhang, J. (2024). Networked Sensors for In-situ Real-time Monitoring of the Local Hygrothermal Conditions and Heat fluxes across a Building Enclosure Before and After a Building Retrofit. 22nd Annual New York State Green Building Conference, March 2024, Syracuse, New York, USA.
10. Boutros, E., Guo, X., Mirzabeigi, S., & Zhang, J. (2023). Microenvironmental Controls (μX) for Thermal Comfort, Energy Saving and Peak Load Shifting. 2023 SyracuseCoE Innovation Showcase & Summer BBQ, August 8, 2023, Syracuse, New York, USA.
9. Soltanian-Zadeh, S., Mirzabeigi, S., Soltanian-Zadeh, S., Wang, X., Ji, Z., Pan, Y., Zoll, J., Zhang, C., Carter, B., McCarthy, P., Rosanio, T., Shapiro, I., Davidson, C., Dong, B., Mirosky, J., Morin, T., & Zhang, J. (2023). SyracuseCoE Multi-Scale Building and Community Testbed. 2023 SyracuseCoE Innovation Showcase & Summer BBQ, August 8, 2023, Syracuse, New York, USA.
8. Mirzabeigi, S., Carter, B., Soltanian-Zadeh, S., Krietemeyer, B., Dong, B., & Zhang, J. (2023). Development of Sensor Packages to Evaluate Building Envelope Performance. 2023 SyracuseCoE Innovation Showcase & Summer BBQ, August 8, 2023, Syracuse, New York, USA.
7. Mirzabeigi, S., Soltanian-Zadeh, S., Krietemeyer, B., Dong, B., Sharifi, N., Shapiro, I., & Zhang, J. (2023). Integrated Whole-Building Energy Efficiency Retrofit Solution for Residencies in Cold/Very Cold Climates: Pre-retrofit Assessment. 2023 SyracuseCoE Innovation Showcase & Summer BBQ, August 8, 2023, Syracuse, New York, USA.
6. Soltanian-Zadeh, S., Mirzabeigi, S., Zhang, J., & Krietemeyer, B. (2023). Calibration of Building Energy Simulation Models: Towards a Model-based Evaluation Approach for Building Energy Retrofitting. 2023 Syracuse University College of Engineering and Computer Science (ECS) Research Day, March 31, 2023, Syracuse, New York, USA.
5. Mirzabeigi, S., Zhang, R., Zhang, J., & Krietemeyer, B. (2023). Assessment of the Air Leakage Effect on Thermal Performance of an Integrated Whole-Building Energy Efficiency Retrofit Assembly. 2023 Syracuse University College of Engineering and Computer Science (ECS) Research Day, March 31, 2023, Syracuse, New York, USA.
4. Mirzabeigi, S., & Razkenari, M. (2022). Automated Building Inspection for Thermal Anomaly Detection and 3D Reconstruction Using a Drone-based Approach. 2022 IEEE Systems and Technologies for Remote Sensing Applications Through Unmanned Aerial Systems (STRATUS), May 23-25, 2022, Syracuse, New York, USA.
3. Mirzabeigi, S., Zhang, R., Gandhi, R., Krietemeyer, B., & Zhang, J. (2022). Integrated Whole-Building Energy Efficiency Retrofit Solution for Residences in Cold/Very Cold Climates: Performance Evaluation. 20th Annual New York State Green Building Conference, April 2022, Syracuse, New York, USA.
2. Mirzabeigi, S., & Razkenari, M. (2022). Multiple benefits through residential building energy retrofit and thermal resilient design. 6th Residential Building Design & Construction Conference (RBDCC), May 11-12, 2022.
Mirzabeigi, S., Krietemeyer, B., Knapp, M., King, T., Zhang, J., Bartosh, A., Bogucz, E., Rosanio, T., Zhang, R., Shen, J., Helm, A., & Ng, T. (2021). Integrated Whole-Building Energy Efficiency Retrofit Solution for Residences in Cold/Very Cold Climates: Performance Evaluation. 2021 SyracuseCoE Innovation Showcase & Summer BBQ, August 17, 2021, Syracuse, New York, USA.
