| DeepSolar: A Machine Learning Framework to Efficiently Construct a Solar Deployment Database in the United States J Yu*, Z Wang*, A Majumdar, R Rajagopal Joule 2 (12), 2605-2617, 2018 | 306 | 2018 |
| Machine learning for AC optimal power flow N Guha, Z Wang, M Wytock, A Majumdar International Conference on Machine Learning, Climate Change Workshop, 2019 | 100 | 2019 |
| Flow visualization of supersonic two-phase transcritical flow of CO2 in an ejector of a refrigeration system Y Zhu, Z Wang, Y Yang, PX Jiang International Journal of Refrigeration 74, 354-361, 2017 | 94 | 2017 |
| Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding Z Wang*, H Li*, R Rajagopal Proceedings of the AAAI Conference on Artificial Intelligence 34 (01), 1013-1020, 2020 | 86 | 2020 |
| DeepSolar for Germany: A deep learning framework for PV system mapping from aerial imagery K Mayer, Z Wang, ML Arlt, D Neumann, R Rajagopal 2020 International Conference on Smart Energy Systems and Technologies (SEST …, 2020 | 43 | 2020 |
| 3D-PV-Locator: Large-scale detection of rooftop-mounted photovoltaic systems in 3D K Mayer, B Rausch, ML Arlt, G Gust, Z Wang, D Neumann, R Rajagopal Applied Energy 310, 118469, 2022 | 38 | 2022 |
| Skyscript: A large and semantically diverse vision-language dataset for remote sensing Z Wang, R Prabha, T Huang, J Wu, R Rajagopal Proceedings of the AAAI Conference on Artificial Intelligence 38 (6), 5805-5813, 2024 | 34 | 2024 |
| DeepSolar++: Understanding residential solar adoption trajectories with computer vision and technology diffusion models Z Wang, ML Arlt, C Zanocco, A Majumdar, R Rajagopal Joule 6 (11), 2611-2625, 2022 | 27 | 2022 |
| DeepWind: Weakly Supervised Localization of Wind Turbines in Satellite Imagery S Zhou, J Irvin, Z Wang, E Zhang, J Aljubran, W Deadrick, R Rajagopal, ... NeurIPS, Workshop on Tackling Climate Change with Machine Learning, 2019 | 27* | 2019 |
| Learning Neighborhood Representation from Multi-Modal Multi-Graph: Image, Text, Mobility Graph and Beyond T Huang, Z Wang, H Sheng, AY Ng, R Rajagopal arXiv preprint arXiv:2105.02489, 2021 | 12 | 2021 |
| Local and utility-wide cost allocations for a more equitable wildfire-resilient distribution grid Z Wang, M Wara, A Majumdar, R Rajagopal Nature Energy 8 (10), 1097-1108, 2023 | 10 | 2023 |
| Augnet: End-to-end unsupervised visual representation learning with image augmentation M Chen, Z Chang, H Lu, B Yang, Z Li, L Guo, Z Wang arXiv preprint arXiv:2106.06250, 2021 | 10 | 2021 |
| Exploring the potential of non-residential solar to tackle energy injustice M Wussow, C Zanocco, Z Wang, R Prabha, J Flora, D Neumann, ... Nature Energy, 1-10, 2024 | 7 | 2024 |
| M3G: Learning urban neighborhood representation from multi-modal multi-graph T Huang, Z Wang, H Sheng, AY Ng, R Rajagopal Proceedings of the DeepSpatial 2021: 2nd ACM KDD Workshop on Deep Learning …, 2021 | 7 | 2021 |
| Identify Solar Panels in Low Resolution Satellite Imagery with Siamese Architecture and Cross-Correlation Z Wang*, Z Wang*, A Majumdar, R Rajagopal NeurIPS, Workshop on Tackling Climate Change with Machine Learning, 2019 | 7 | 2019 |
| Fine-Grained Distribution Grid Mapping Using Street View Imagery Q Tang*, Z Wang*, A Majumdar, R Rajagopal NeurIPS, Workshop on Tackling Climate Change with Machine Learning, 2019 | 6 | 2019 |
| Geospatial mapping of distribution grid with machine learning and publicly-accessible multi-modal data Z Wang, A Majumdar, R Rajagopal Nature Communications 14 (1), 5006, 2023 | 3 | 2023 |
| Detecting Neighborhood Gentrification at Scale via Street-level Visual Data T Huang, T Dai, Z Wang, H Yoon, H Sheng, AY Ng, R Rajagopal, ... 2022 IEEE International Conference on Big Data (Big Data), 1632-1640, 2022 | 3 | 2022 |
| Image Generation With Neural Cellular Automatas M Chen, Z Wang arXiv preprint arXiv:2010.04949, 2020 | 3 | 2020 |
| Predicting Geographic Information with Neural Cellular Automata M Chen, Q Chen, L Gao, Y Chen, Z Wang arXiv preprint arXiv:2009.09347, 2020 | 1 | 2020 |
Ram RajagopalAssociate Professor, Stanford UniversityVerified email at stanford.edu
