A5101707188- Hydrology and Watershed Management Studies
- Hydrological Forecasting Using AI
- Flood Risk Assessment and Management
- Groundwater flow and contamination studies
- Traffic Prediction and Management Techniques
- Reservoir Engineering and Simulation Methods
Sun Yat-sen University
2021-2024
The First Affiliated Hospital, Sun Yat-sen University
2021
Andun river basin of Southern China and 273 watersheds across the continental United States. Owing to data incompleteness changing environment, there is bias existing in driven models for streamflow prediction, greatly limiting their application actual practice. In this paper, we incorporate learning components into establish mapping-bias-learning models, design two groups experiments, one River other States (CONUS). first group respectively apply three machine algorithms traditional...
Reliable streamflow forecasting is a determining factor for water resource planning and flood control. To better understand the strengths weaknesses of newly proposed methods in facilitate comparisons different research results, we test simple, universal, efficient benchmark method, namely, naïve short-term prediction. Using assess performance long memory models trained with objective functions, including mean squared error (MSE), root (RMSE), Nash–Sutcliffe efficiency (NSE), Kling–Gupta...
阻塞性睡眠呼吸暂停（OSA）引发全身多系统多器官损害，影响全球超10亿人健康，而未经诊断和治疗者高达90%。深度学习作为一项颇受关注的人工智能技术，在耳鼻咽喉头颈外科领域的应用愈来愈广泛，其与多导睡眠信号结合成为睡眠呼吸事件自动检测和OSA辅助诊断研究的热点。本文就近年来相关文献作一综述，以供后续研究参考。.