Tianfang Xu
Shanghai Electric (China)(CN)Arizona State University(US)
Publications by Year
Research Areas
Hydrology and Watershed Management Studies, Groundwater flow and contamination studies, Flood Risk Assessment and Management, Hydrological Forecasting Using AI, Plant Water Relations and Carbon Dynamics
Most-Cited Works
- → Integrating satellite and climate data to predict wheat yield in Australia using machine learning approaches(2019)560 cited
- → Machine learning for hydrologic sciences: An introductory overview(2021)237 cited
- → Review of Plant Identification Based on Image Processing(2016)101 cited
- → A Bayesian approach to improved calibration and prediction of groundwater models with structural error(2015)91 cited
- → Prioritizing environmental determinants of urban heat islands: A machine learning study for major cities in China(2023)81 cited
- → Data-driven methods to improve baseflow prediction of a regional groundwater model(2015)79 cited
- → Quantifying model structural error: Efficient Bayesian calibration of a regional groundwater flow model using surrogates and a data‐driven error model(2017)76 cited
- → Multi-objective optimization of urban environmental system design using machine learning(2022)57 cited
- → Use of Machine Learning Methods to Reduce Predictive Error of Groundwater Models(2013)53 cited
- → Hybrid Physically Based and Deep Learning Modeling of a Snow Dominated, Mountainous, Karst Watershed(2022)46 cited