Ruihang Wang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Electrical Energy

Reinforcement Learning

Top Venues

BuildSys@SenSys

Publications

Ruihang Wang, Zhiwei Cao, Xin Zhou, Yonggang Wen, Rui Tan
Green Data Center Cooling Control via Physics-guided Safe Reinforcement Learning. ACM Trans. Cyber Phys. Syst. 8 (2) (2024)
Ruihang Wang, Zhiwei Cao, Xin Zhou, Yonggang Wen, Rui Tan
Phyllis: Physics-Informed Lifelong Reinforcement Learning for Data Center Cooling Control. e-Energy (2023)
Minghao Li, Ruihang Wang, Xin Zhou, Zhaomeng Zhu, Yonggang Wen, Rui Tan
ChatTwin: Toward Automated Digital Twin Generation for Data Center via Large Language Models. BuildSys@SenSys (2023)
Ruihang Wang, Deneng Xia, Zhiwei Cao, Yonggang Wen, Rui Tan, Xin Zhou
Toward Data Center Digital Twins via Knowledge-based Model Calibration and Reduction. ACM Trans. Model. Comput. Simul. 33 (4) (2023)
Zhiwei Cao, Ruihang Wang, Xin Zhou, Yonggang Wen
Toward Model-Assisted Safe Reinforcement Learning for Data Center Cooling Control: A Lyapunov-based Approach. e-Energy (2023)
Ruihang Wang, Xinyi Zhang, Xin Zhou, Yonggang Wen, Rui Tan
Toward Physics-Guided Safe Deep Reinforcement Learning for Green Data Center Cooling Control. ICCPS (2022)
Zhiwei Cao, Ruihang Wang, Xin Zhou, Yonggang Wen
Reducio: model reduction for data center predictive digital twins via physics-guided machine learning. BuildSys@SenSys (2022)
Xin Zhou, Ruihang Wang, Yonggang Wen, Rui Tan
Joint IT-Facility Optimization for Green Data Centers via Deep Reinforcement Learning. IEEE Netw. 35 (6) (2021)
Ruihang Wang, Xin Zhou, Linsen Dong, Yonggang Wen, Rui Tan, Li Chen, Guan Wang, Feng Zeng
Kalibre: Knowledge-based Neural Surrogate Model Calibration for Data Center Digital Twins. BuildSys@SenSys (2020)
Ruihang Wang, Yuanlong Li, Linsen Dong, Xin Zhou, Yonggang Wen, Rui Tan, Li Chen, Guan Wang, Feng Zeng
Toward Automated Calibration of Data Center Digital Twins: A Neural Surrogate Approach. CoRR (2020)