Zhiyu Zhang

机构：Tongji University, City University of Hong Kong, Xiamen University, Peking University, City University of Hong Kong, Shenzhen Research Institute · ORCID：0000-0001-6898-2176

发表论文 23 篇 · 总被引 323 次 · h-index 10

代表论文

• Towards coordinated and robust real-time control: a decentralized approach for combined sewer overflow and urban flooding reduction based on multi-agent reinforcement learning (2022 · Water Research · 被引 61)
• Flooding and Overflow Mitigation Using Deep Reinforcement Learning Based on Koopman Operator of Urban Drainage Systems (2022 · Water Resources Research · 被引 46)
• Improving the interpretability of deep reinforcement learning in urban drainage system operation (2023 · Water Research · 被引 43)
• The Use of Attention-Enhanced CNN-LSTM Models for Multi-Indicator and Time-Series Predictions of Surface Water Quality (2024 · Water Resources Management · 被引 38)
• Combined Sewer Overflow and Flooding Mitigation Through a Reliable Real‐Time Control Based on Multi‐Reinforcement Learning and Model Predictive Control (2022 · Water Resources Research · 被引 35)
• Flooding mitigation through safe & trustworthy reinforcement learning (2023 · Journal of Hydrology · 被引 21)