B. Pan

发表

Advancing Precipitation Prediction Using a Composite of Models and Data

B. Pan, 2019 .

Improving Monsoon Precipitation Prediction Using Combined Convolutional and Long Short Term Memory Neural Network

S. Sorooshian, K. Hsu, B. Pan, 2019, Water.

University of Birmingham An enhanced high-order variational model based on speckle noise removal with G0 distribution

J. Duan, Zhenkuan Pan, B. Pan, 2019 .

Physics-Guided Long Short-Term Memory Network for Streamflow and Flood Simulations in the Lancang–Mekong River Basin

Q. Tang, Chaopeng Shen, B. Pan, 2022, Water.

Improving Precipitation Estimation Using Convolutional Neural Network

Kuolin Hsu, Amir AghaKouchak, Soroosh Sorooshian, 2019, Water Resources Research.

Status and prospects for drought forecasting: opportunities in artificial intelligence and hybrid physical–statistical forecasting

S. J. Davis, S. Sorooshian, K. Caldeira, 2022, Philosophical Transactions of the Royal Society A.

Precipitation Prediction Skill for the West Coast United States: From Short to Extended Range

Kuolin Hsu, Soroosh Sorooshian, Amir AghaKouchak, 2018, Journal of Climate.

Convolutional neural network-based statistical post-processing of ensemble precipitation forecasts

B. Pan, Q. Duan, Jiangjiang Xia, 2021, Journal of Hydrology.

Learning to Correct Climate Projection Biases

D. Lucas, G. Anderson, B. Pan, 2021, Journal of Advances in Modeling Earth Systems.

Estimating Warehouse Rental Price using Machine Learning Techniques

Alexander T. Ihler, Zhenji Zhang, Yixuan Ma, 2018, Int. J. Comput. Commun. Control.

The Deep‐Learning‐Based Fast Efficient Nighttime Retrieval of Thermodynamic Phase From Himawari‐8 AHI Measurements

Feng Zhang, B. Pan, H. Letu, 2023, Geophysical Research Letters.

Improving Seasonal Forecast Using Probabilistic Deep Learning

Donald D. Lucas, Gemma J. Anderson, Jiwoo Lee, 2020, Journal of Advances in Modeling Earth Systems.

A surrogate modeling method for distributed land surface hydrological models based on deep learning

B. Pan, Q. Duan, Ruochen Sun, 2023, Journal of Hydrology.

Enhancing Spatial Variability Representation of Radar Nowcasting with Generative Adversarial Networks

Haonan Chen, G. Ni, B. Pan, 2023, Remote. Sens..

Learning Distributed Parameters of Land Surface Hydrologic Models Using a Generative Adversarial Network

B. Pan, Qingyun Duan, Ruochen Sun, 2024, Water Resources Research.