Search Results - "Tang, Xiuchuan"

Data driven discovery of cyber physical systems by Yuan, Ye, Tang, Xiuchuan, Zhou, Wei, Pan, Wei, Li, Xiuting, Zhang, Hai-Tao, Ding, Han, Goncalves, Jorge

“…Cyber-physical systems embed software into the physical world. They appear in a wide range of applications such as smart grids, robotics, and intelligent…”
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Dynamical network size estimation from local observations by Tang, Xiuchuan, Huo, Wei, Yuan, Ye, Li, Xiuting, Shi, Ling, Ding, Han, Kurths, Jürgen

“…Here we present a method to estimate the total number of nodes of a network using locally observed response dynamics. The algorithm has the following…”
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Development and Validation of a Prognostic Risk Score System for COVID-19 Inpatients: A Multi-Center Retrospective Study in China by Yuan, Ye, Sun, Chuan, Tang, Xiuchuan, Cheng, Cheng, Mombaerts, Laurent, Wang, Maolin, Hu, Tao, Sun, Chenyu, Guo, Yuqi, Li, Xiuting, Xu, Hui, Ren, Tongxin, Xiao, Yang, Xiao, Yaru, Zhu, Hongling, Wu, Honghan, Li, Kezhi, Chen, Chuming, Liu, Yingxia, Liang, Zhichao, Cao, Zhiguo, Zhang, Hai-Tao, Paschaldis, Ioannis Ch, Liu, Quanying, Goncalves, Jorge, Zhong, Qiang, Yan, Li

“…Coronavirus disease 2019 (COVID-19) has become a worldwide pandemic. Hospitalized patients of COVID-19 suffer from a high mortality rate, motivating the…”
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DeceFL: a principled fully decentralized federated learning framework by Yuan, Ye, Liu, Jun, Jin, Dou, Yue, Zuogong, Yang, Tao, Chen, Ruijuan, Wang, Maolin, Xu, Lei, Hua, Feng, Guo, Yuqi, Tang, Xiuchuan, He, Xin, Yi, Xinlei, Li, Dong, Yu, Wenwu, Zhang, Hai-Tao, Chai, Tianyou, Sui, Shaochun, Ding, Han

“…Traditional machine learning relies on a centralized data pipeline for model training in various applications; however, data are inherently fragmented. Such a…”
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Expectation maximization based sparse identification of cyberphysical system by Tang, Xiuchuan, Dong, Yunlong

“…A hybrid dynamics modeling method based on expectation‐maximization (EM) is proposed in this article. The dynamics include continuous dynamic equations that…”
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Principled reward shaping for reinforcement learning via lyapunov stability theory by Dong, Yunlong, Tang, Xiuchuan, Yuan, Ye

“…Reinforcement learning (RL) suffers from the designation in reward function and the large computational iterating steps until convergence. How to accelerate…”
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An interpretable mortality prediction model for COVID-19 patients by Yan, Li, Zhang, Hai-Tao, Goncalves, Jorge, Xiao, Yang, Wang, Maolin, Guo, Yuqi, Sun, Chuan, Tang, Xiuchuan, Jing, Liang, Zhang, Mingyang, Huang, Xiang, Xiao, Ying, Cao, Haosen, Chen, Yanyan, Ren, Tongxin, Wang, Fang, Xiao, Yaru, Huang, Sufang, Tan, Xi, Huang, Niannian, Jiao, Bo, Cheng, Cheng, Zhang, Yong, Luo, Ailin, Mombaerts, Laurent, Jin, Junyang, Cao, Zhiguo, Li, Shusheng, Xu, Hui, Yuan, Ye

“…The sudden increase in COVID-19 cases is putting high pressure on healthcare services worldwide. At this stage, fast, accurate and early clinical assessment of…”
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Li Yan et al. reply by Goncalves, Jorge, Yan, Li, Zhang, Hai-Tao, Xiao, Yang, Wang, Maolin, Guo, Yuqi, Sun, Chuan, Tang, Xiuchuan, Cao, Zhiguo, Li, Shusheng, Xu, Hui, Cheng, Cheng, Jin, Junyang, Yuan, Ye

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Model Predictive Control Method for Multi-motor System with Dead Zone by Fan, Genglin, Tang, Xiuchuan, Shen, Yi, Deng, Linan

“…The multi-motor system shows excellent performance in achieving high-precision control in the applications with large load inertia, such as large-aperture…”
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Machine Discovery of Partial Differential Equations from Spatiotemporal Data by Yuan, Ye, Li, Junlin, Li, Liang, Jiang, Frank, Tang, Xiuchuan, Zhang, Fumin, Liu, Sheng, Goncalves, Jorge, Voss, Henning U, Li, Xiuting, Kurths, Jürgen, Ding, Han

“…The study presents a general framework for discovering underlying Partial Differential Equations (PDEs) using measured spatiotemporal data. The method, called…”
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Data-driven Discovery of Cyber-Physical Systems by Yuan, Ye, Tang, Xiuchuan, Pan, Wei, Li, Xiuting, Zhou, Wei, Zhang, Hai-Tao, Ding, Han, Goncalves, Jorge

“…Cyber-physical systems (CPSs) embed software into the physical world. They appear in a wide range of applications such as smart grids, robotics, intelligent…”
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