| Improving precipitation estimation using convolutional neural network B Pan, K Hsu, A AghaKouchak, S Sorooshian Water Resources Research 55 (3), 2301-2321, 2019 | 251 | 2019 |
| Improving monsoon precipitation prediction using combined convolutional and long short term memory neural network Q Miao, B Pan, H Wang, K Hsu, S Sorooshian Water 11 (5), 977, 2019 | 124 | 2019 |
| Estimating warehouse rental price using machine learning techniques Y Ma, Z Zhang, A Ihler, B Pan International Journal of Computers Communications & Control 13 (2), 235-250, 2018 | 73 | 2018 |
| Convolutional neural network-based statistical post-processing of ensemble precipitation forecasts W Li, B Pan, J Xia, Q Duan Journal of hydrology 605, 127301, 2022 | 66 | 2022 |
| Status and prospects for drought forecasting: Opportunities in artificial intelligence and hybrid physical–statistical forecasting A AghaKouchak, B Pan, O Mazdiyasni, M Sadegh, S Jiwa, W Zhang, ... Philosophical Transactions of the Royal Society A 380 (2238), 20210288, 2022 | 49 | 2022 |
| Learning to correct climate projection biases B Pan, GJ Anderson, A Goncalves, DD Lucas, CJW Bonfils, J Lee, Y Tian, ... Journal of Advances in Modeling Earth Systems 13 (10), e2021MS002509, 2021 | 48 | 2021 |
| Precipitation prediction skill for the West Coast United States: From short to extended range B Pan, K Hsu, A AghaKouchak, S Sorooshian, W Higgins Journal of Climate 32 (1), 161-182, 2019 | 45 | 2019 |
| Improving seasonal forecast using probabilistic deep learning Baoxiang Pan, Gemma J. Anderson, André Goncalves, Donald D. Lucas, Céline J ... Journal of Advances in Modeling Earth Systems 14 (3), e2021MS002766, 2022 | 38 | 2022 |
| Physics-guided long short-term memory network for streamflow and flood simulations in the Lancang–Mekong river basin B Liu, Q Tang, G Zhao, L Gao, C Shen, B Pan Water 14 (9), 1429, 2022 | 18 | 2022 |
| Enhancing spatial variability representation of radar nowcasting with generative adversarial networks A Gong, R Li, B Pan, H Chen, G Ni, M Chen Remote Sensing 15 (13), 3306, 2023 | 15 | 2023 |
| The Deep‐Learning‐Based Fast Efficient Nighttime Retrieval of Thermodynamic Phase From Himawari‐8 AHI Measurements X Tong, J Li, F Zhang, W Li, BX Pan, J Li, H Letu Geophysical Research Letters 50 (11), e2022GL100901, 2023 | 11 | 2023 |
| Transfer-learning-based approach to retrieve the cloud properties using diverse remote sensing datasets J Li, F Zhang, W Li, X Tong, B Pan, J Li, H Lin, H Letu, F Mustafa IEEE Transactions on Geoscience and Remote Sensing 61, 1-10, 2023 | 10 | 2023 |
| Correspondence relationship between ENSO teleconnection and anomaly correlation for GCM seasonal precipitation forecasts T Zhao, H Chen, B Pan, L Ye, H Cai, Y Zhang, X Chen Climate Dynamics, 1-17, 2021 | 10 | 2021 |
| A surrogate modeling method for distributed land surface hydrological models based on deep learning R Sun, B Pan, Q Duan Journal of Hydrology 624, 129944, 2023 | 9 | 2023 |
| Reliable precipitation nowcasting using probabilistic diffusion models C Nai, B Pan, X Chen, Q Tang, G Ni, Q Duan, B Lu, Z Xiao, X Liu Environmental Research Letters 19 (3), 034039, 2024 | 8 | 2024 |
| Diffusion model-based probabilistic downscaling for 180-year East Asian climate reconstruction F Ling, Z Lu, JJ Luo, L Bai, SK Behera, D Jin, B Pan, H Jiang, T Yamagata npj Climate and Atmospheric Science 7 (1), 131, 2024 | 7 | 2024 |
| Correcting Climate Model Sea Surface Temperature Simulations with Generative Adversarial Networks: Climatology, Interannual Variability, and Extremes Y Wang, G Huang, B Pan, P Lin, N Boers, W Tao, Y Chen, B Liu, H Li Advances in Atmospheric Sciences, 1-14, 2024 | 6 | 2024 |
| Improving monsoon precipitation prediction using combined convolutional and long short term memory neural network. Water 11 (5), 977 Q Miao, B Pan, H Wang, K Hsu, S Sorooshian | 6 | 2019 |
| Advancing precipitation prediction using a composite of models and data B Pan University of California, Irvine, 2019 | 3 | 2019 |
| Information Analysis of Catchment Hydrologic Patterns across Temporal Scales B Pan, Z Cong Advances in Meteorology 2016 (1), 1891465, 2016 | 3 | 2016 |
soroosh sorooshianProfessor of Civil Engineering, UC IrvineEmail verificata su uci.edu