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Yifan Xie

Tsinghua University

H指数:6

被引数:735

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Revealing wet-weather overflow pollution mechanisms of storm drains based on categorical boosting and Shapley additive explanations

基于类别提升和Shapley加性解释揭示暴雨排水湿式溢流污染机制

Journal of Cleaner Production

IF10

2026-04-170

PRE

Advances in extraneous water detection of urban sewer networks: From conventional methods to data-driven approaches

城市排水管网外部水检测的进展：从传统方法到数据驱动方法

Critical Reviews in Environmental Science and Technology

IF13.2

2025-10-290

PRE

Optimal scheduling method integrating priori expert knowledge for water distribution systems based on historical operational information tensor: A new perspective

基于历史运行信息张量的，整合先验专家知识的水分配系统最优调度方法：一种新的视角

RESOURCES CONSERVATION AND RECYCLING

IF10.9

2025-06-010

PRE

City scale urban flooding risk assessment using multi-source data and machine learning approach

基于多源数据和机器学习的城市尺度城市洪灾风险评估

JOURNAL OF HYDROLOGY

IF6.3

2025-04-011

PRE

A probabilistic deep learning approach to enhance the prediction of wastewater treatment plant effluent quality under shocking load events

一种概率深度学习方法，用于增强冲击负荷事件下污水处理厂出水质量的预测

IF8.2

2025-01-010

OAAI

A hybrid deep learning approach to improve real-time effluent quality prediction in wastewater treatment plant

一种改进污水处理厂实时出水水质预测的混合深度学习方法

IF12.4

2024-02-0111

PRE

Modeling Indirect Greenhouse Gas Emissions Sources from Urban Wastewater Treatment Plants: Integrating Machine Learning Models to Compensate for Sparse Parameters with Abundant Observations

ENVIRONMENTAL SCIENCE & TECHNOLOGY

IF11.3

2023-11-173

PRE

Enhancing Real-Time Prediction of Effluent Water Quality of Wastewater Treatment Plant Based on Improved Feedforward Neural Network Coupled with Optimization Algorithm

IF3

2022-03-2732

OA

Both Fe(IV) and Radicals Are Active Oxidants in the Fe(II)/Peroxydisulfate Process

Fe(IV) 和自由基都是Fe(II)/过氧二硫酸盐过程中的活性氧化剂

ENVIRONMENTAL SCIENCE & TECHNOLOGY LETTERS

IF8.8

2020-02-12311

PREAI