| From BIM to digital twins: A systematic review of the evolution of intelligent building representations in the AEC-FM industry M Deng, CC Menassa, VR Kamat Journal of Information Technology in Construction (ITcon) 26 (5), 58-83, 2021 | 589 | 2021 |
| Holistic BIM framework for sustainable low carbon design of high-rise buildings VJL Gan, M Deng, KT Tse, CM Chan, IMC Lo, JCP Cheng Journal of Cleaner Production 195, 1091-1104, 2018 | 186 | 2018 |
| Measurement and prediction of work engagement under different indoor lighting conditions using physiological sensing M Deng, X Wang, CC Menassa Building and Environment 203, 108098, 2021 | 85 | 2021 |
| BIM and data-driven predictive analysis of optimum thermal comfort for indoor environment VJL Gan, H Luo, Y Tan, M Deng, HL Kwok Sensors 21 (13), 4401, 2021 | 66 | 2021 |
| BIM-based framework to analyze the effect of natural ventilation on thermal comfort and energy performance in buildings VJL Gan, M Deng, Y Tan, W Chen, JCP Cheng Energy Procedia 158, 3319-3324, 2019 | 63 | 2019 |
| A BIM-based framework for automated generation of fabrication drawings for façade panels M Deng, Y Tan, J Singh, A Joneja, JCP Cheng Computers in Industry 126, 103395, 2021 | 43 | 2021 |
| Automatic generation of fabrication drawings for façade mullions and transoms through BIM models M Deng, VJL Gan, Y Tan, A Joneja, JCP Cheng Advanced Engineering Informatics 42, 100964, 2019 | 37 | 2019 |
| Digital ID framework for human-centric monitoring and control of smart buildings M Deng, X Wang, D Li, CC Menassa Building Simulation 15 (10), 1709-1728, 2022 | 34 | 2022 |
| An analysis of physiological responses as indicators of driver takeover readiness in conditionally automated driving M Deng, A Gluck, Y Zhao, D Li, CC Menassa, VR Kamat, J Brinkley Accident Analysis & Prevention 195, 107372, 2024 | 31 | 2024 |
| Investigating the effect of wearing masks on office work in indoor environments during a pandemic using physiological sensing M Deng, X Wang, CC Menassa Building and Environment 221, 109346, 2022 | 20 | 2022 |
| Learning-Based personal models for joint optimization of thermal comfort and energy consumption in flexible workplaces M Deng, B Fu, CC Menassa, VR Kamat Energy and Buildings 298, 113438, 2023 | 19 | 2023 |
| Room match: Achieving thermal comfort through smart space allocation and environmental control in buildings M Deng, B Fu, CC Menassa 2021 Winter Simulation Conference (WSC), 1-11, 2021 | 14 | 2021 |
| Implementation of mass customization for MEP layout design to reduce manufacturing cost in one-off projects J Singh, M Deng, JCP Cheng IGLC 2018-Proceedings of the 26th Annual Conference of the International …, 2018 | 13 | 2018 |
| Exploring driver physiological response during level 3 conditional driving automation A Gluck, M Deng, Y Zhao, C Menassa, D Li, J Brinkley, V Kamat 2022 IEEE 3rd International Conference on Human-Machine Systems (ICHMS), 1-5, 2022 | 8 | 2022 |
| From pixels to places: A systematic benchmark for evaluating image geolocalization ability in large language models L Li, R Yu, Q Hu, B Li, M Deng, Y Zhou, X Jia arXiv preprint arXiv:2508.01608, 2025 | 5 | 2025 |
| Toward satisfactory public accessibility: A crowdsourcing approach through online reviews to inclusive urban design L Li, S Hu, Y Dai, M Deng, P Momeni, G Laverghetta, L Fan, Z Ma, ... Computers, Environment and Urban Systems 122, 102329, 2025 | 4 | 2025 |
| Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction M Deng, B Fu, L Li, X Wang arXiv preprint arXiv:2506.18178, 2025 | 4 | 2025 |
| LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment L Li, D Li, Z Ou, X Xu, J Liu, Z Ma, R Yu, M Deng (EMNLP 2025) Proceedings of the Conference on Empirical Methods in Natural …, 2025 | 2 | 2025 |
| Investigating cognitive workload and task performance under indoor air pollutants exposure using electroencephalogram K Chen, M Xie, M Deng, Q Pan Journal of Building Engineering 103, 112159, 2025 | 2 | 2025 |
| Predicting driver takeover performance in conditional automation (level 3) through physiological sensing M Deng, A Gluck, C Menassa, V Kamat, D Li, J Brinkley University of Michigan. Center for Connected and Automated Transportation, 2024 | 2 | 2024 |
Carol MenassaProfessor of Civil and Environmental Engineering, University of MichiganVerified email at umich.edu
