| A review of artificial intelligence based building energy use prediction: Contrasting the capabilities of single and ensemble prediction models Z Wang, RS Srinivasan Renewable and Sustainable Energy Reviews 75, 796-808, 2017 | 610 | 2017 |
| Random Forest based hourly building energy prediction Z Wang, Y Wang, R Zeng, RS Srinivasan, S Ahrentzen Energy and Buildings 171, 11-25, 2018 | 491 | 2018 |
| The impacts of transportation infrastructure on sustainable development: Emerging trends and challenges L Wang, X Xue, Z Zhao, Z Wang International journal of environmental research and public health 15 (6), 1172, 2018 | 176 | 2018 |
| A novel ensemble learning approach to support building energy use prediction Z Wang, Y Wang, RS Srinivasan Energy and Buildings 159, 109-122, 2018 | 176 | 2018 |
| Practical issues in implementing machine-learning models for building energy efficiency: Moving beyond obstacles Z Wang, J Liu, Y Zhang, H Yuan, R Zhang, RS Srinivasan Renewable and Sustainable Energy Reviews 143, 110929, 2021 | 86 | 2021 |
| A review of artificial intelligence based building energy prediction with a focus on ensemble prediction models Z Wang, RS Srinivasan 2015 Winter simulation conference (WSC), 3438-3448, 2015 | 71 | 2015 |
| Artificial intelligent models for improved prediction of residential space heating Z Wang, RS Srinivasan, J Shi Journal of Energy Engineering 142 (4), 04016006, 2016 | 41 | 2016 |
| Factors influencing BIM adoption for construction enterprises in China R Zhang, Y Tang, L Wang, Z Wang Advances in Civil Engineering 2020, 1-15, 2020 | 34 | 2020 |
| Collaborative innovation for sustainable construction: The case of an industrial construction project network R Zhang, Z Wang, Y Tang, Y Zhang Ieee Access 8, 41403-41417, 2020 | 34 | 2020 |
| A unified assessment approach for urban infrastructure sustainability and resilience L Wang, X Xue, Z Wang, L Zhang Advances in Civil Engineering 2018, 2018 | 32 | 2018 |
| Principles, research status, and prospects of feature engineering for data-driven building energy prediction: A comprehensive review Z Wang, L Xia, H Yuan, RS Srinivasan, X Song Journal of Building Engineering 58, 105028, 2022 | 31 | 2022 |
| Collaborative relationship discovery in green building technology innovation: Evidence from patents in China's construction industry R Zhang, Y Tang, Y Zhang, Z Wang Journal of Cleaner Production 391, 136041, 2023 | 21 | 2023 |
| Classification of household appliance operation cycles: A case-study approach Z Wang, RS Srinivasan Energies 8 (9), 10522-10536, 2015 | 17 | 2015 |
| Major knowledge diffusion paths of megaproject management: A citation-based analysis H Wu, X Xue, Z Zhao, Z Wang, GQ Shen, X Luo Project Management Journal 51 (3), 242-261, 2020 | 15 | 2020 |
| Risk management in sustainable supply chain: A knowledge map towards intellectual structure, logic diagram, and conceptual model L Wang, Y Cheng, Z Wang Environmental Science and Pollution Research 29 (44), 66041-66067, 2022 | 14 | 2022 |
| Framework for a blockchain-based infrastructure project financing system Y Zhang, Z Wang, J Deng, Z Gong, I Flood, Y Wang IEEE access 9, 141555-141570, 2021 | 14 | 2021 |
| Preventive maintenance of centralized HVAC systems: use of acoustic sensors, feature extraction, and unsupervised learning R Srinivasan, MT Islam, B Islam, Z Wang, T Sookoor, O Gnawali, S Nirjon Proceedings of the 15th IBPSA Conference, 2518-2524, 2017 | 14 | 2017 |
| Megaproject management research: the status quo and future directions H Yuan, W Du, Z Wang, X Song Buildings 11 (12), 567, 2021 | 8 | 2021 |
| A dynamic analysis to evaluate the environmental performance of cities in China L Wang, X Xue, Y Shi, Z Wang, A Ji Sustainability 10 (3), 862, 2018 | 8 | 2018 |
| Identifying the optimal heterogeneous ensemble learning model for building energy prediction using the exhaustive search method Z Wang, Z Liang, R Zeng, H Yuan, RS Srinivasan Energy and Buildings 281, 112763, 2023 | 7 | 2023 |
Ravi Srinivasan PhDProfessor & Director of Graduate Programs & ResearchVerified email at ufl.edu
