主要论文
1.Yixuan Liu, Xinzhi Zhou*, Jialiang Zhu, Junhui Yu, Chenlong Dong, Zhengxi He, Tao Xu, Hailin Wang. Sound waves tracing method in temperature–velocity coupling field of nuclear reactor[J]. Applied Thermal Engineering, 2025(258):124658.（SCI）
2.Yudi Zhu, Xinzhi Zhou*, Chengping Zhao, Junhui Yu , Jialiang Zhu, Tao Xu, Zhengxi He. Research on sensor condition monitoring and signal construction based on self-correcting anomaly diagnosis model[J]. Progress in Nuclear Energy, 2025(178):105501.（SCI）
3.Jialiang Zhu, Xinzhi Zhou*, Hailin Wang, Yixiao Chen, Tao Xu, Zhengxi He. An Adaptive Optimization Method for Acoustic Temperature Measurement Topology Based on Multiple Sub-Objectives[J]. Sensors, 2025(25):1878.（SCI）
4.Liwei Chen, Yixin Duan, Qiaoyu Tian, Xinzhi Zhou*. Boiler Furnace Fast Response Temperature Field Reconstruction Network Based on Acoustic Measurement[J]. IEEE Transactions on Instrumentation and Measurement, 2025, v74: 2508914.（SCI）
5.Gengchen Zhang, Xinzhi Zhou*, Jialiang Zhu, Chenlong Dong, Tao Xu, Hailin Wang, Zhengxi He. Acoustic field study of ultrasonic transducers for nuclear pipelines using an improved Gaussian beam method[J]. Nuclear Engineering and Design, 2025(423):113743.（SCI）
6.Jin Wang, Yan Wang, Junhui Yu, Qingping Li, Hailin Wang,Xinzhi Zhou*. Research on Bearing Fault Diagnosis Method for Varying Operating Conditions Based on Spatiotemporal Feature Fusion[J]. Sensors, 2025( 25):3789.（SCI）
7.Jia Xu, Yan Wang, Renyi Xu, Hailin Wang, Xinzhi Zhou*. Research on Open-Set Recognition Methods for Rolling Bearing Fault Diagnosis[J]. Sensors, 2025( 25):3019.（SCI）
8.Bo Li, Cheng Jin, Ruixiang Lin, Xinzhi Zhou*, Mingjiang Deng. A Method for Constructing Open-Channel Velocity Field Prediction Model Based on Machine Learning and CFD[J]. Computational Intelligence, 2025(41):e70043.（SCI）
9.Weiding Wang, Junhui Yu, Tao Xu, Chengping Zhao, Xinzhi Zhou*. On-line abnormal detection of nuclear power plant sensors based on Kullback-Leibler divergence and ConvLSTM[J]. Nuclear Engineering and Design, 2024(428):113489.（SCI）
10.Bing He, Tao Xu, Yudi Zhu, Chengping Zhao, Xinzhi Zhou*. Research on soft measurement model of flow in bends of primary circuits of the nuclear power plant[J]. Flow Measurement and Instrumentation, 2024(98):102645.（SCI）
11.Shuqi Liu, Zhou Xinzhi*, Junhui Yu, Yan Wang, Tao Xu, Hailin Wang. Graph attention Network-Based model for multiple fault detection and identification of sensors in nuclear power plant[J]. Nuclear Engineering and Design, 2024, v 419:112949.（SCI）
12.Yixin Duan , Liwei Chen , Zhou Xinzhi*, Youan Shi , Nan Wu. Boiler Furnace Temperature Field Measurement and Reconstruction Error Elimination Based on Temperature Field Residual Correction Network[J]. IEEE Transactions on Instrumentation and Measurement, 2024, v73: 2507215.（SCI）
13.Siyu Li, Zhou Xinzhi*, Jialiang Zhu, Zhengxi He, Tao Xu, Hailin Wang. Reconstruction method of multidimensional spatio-temporal channel for highly dynamic temperature field based on acoustic tomography imaging[J]. Applied Acoustics, 2024, v221: 109979.（SCI）
14.Yixiao Chen, Zhou Xinzhi*, Jialiang Zhu, Chenlong Dong, Tao Xu, Hailin Wang. Measured Regional Division Optimization for Acoustic Tomography Velocity Field Reconstruction in a Circular Area[J]. Sensors, 2024, 24（6）：2008.（SCI）
15.Fu Yi, Zhou Xinzhi*, Li Bo, Zhang Yuexin. Daily Water Level Time Series Prediction Using ECRBM-Based Ensemble Optimized Neural Network Model [J]. Journal of Hydrologic Engineering, 2023, 28 (1): 12.（SCI）
16.Liu Shuqi, Zhou Xinzhi*, Li Bo, He Xin, et al. Improving short-term streamflow forecasting by flow mode clustering [J]. Stochastic Environmental Research and Risk Assessment, 2023, 37 (5): 1799-1819. （SCI）
17.Lin Ruixiang,Zhou Xinzhi*, Li Bo, He Xin. A pre-training model based on CFD for open-channel velocity field prediction with small sample data[J]. Journal of Hydroinformatics, 2023, 25(2): 396-414. （SCI）
18.Pan Guoqian, Xiang Yong, Wang Xiaorui, Yu Zhongquan, Zhou Xinzhi*. Research on path planning algorithm of mobile robot based on reinforcement learning[J]. Soft Computing, 2022, 26(18): 8961-8970. (SCI)
19.Liu Ying, Yang Xiuqing, Xiang Yong, Chen Yi, Mao Gang, Zhou Xinzhi*. Allocation and optimization of shared self-service check-in system based on integer programming model[J]. Journal of Combinatorial Optimization, 2022, 44:532–556 (SCI)
20.Hailin Wang, Zhou Xinzhi*, Qingfeng Yang, Jianjun Chen, Chenlong Dong, Li Zhao, A Reconstruction Method of Boiler Furnace Temperature Distribution Based on Acoustic Measurement, IEEE Transactions on Instrumentation and Measurement , 2021, v70：9600413. (SCI)
21.Zhao Li, Zhou Xinzhi*, Dong Chenlong, Wu Yuhui, Wang Hailin. Ultrasonic Thermometry Algorithm Based on Inverse Quadratic Function[J]， IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control, 2021,v68:1876-1884. (SCI)
22.Xiong, Ni ,Zhou Xinzhi*,Yang Xiuqing,Xiang, Yong,Ma, Junyong. Mobile Robot Path Planning Based on Time Taboo Ant Colony Optimization in Dynamic Environment[J]，Frontiers in Neurorobotics, 2021,v15: 642733 (SCI)
23.Xinfang Wu, Yong Xiang, Gang Mao, Mingqian Du, Xiuqing Yang, Xinzhi Zhou*. Forecasting air passenger traffic flow based on the two-phase learning model[J]， The Journal of Supercomputing, 2021,v77:4221–4243. (SCI)
24.Xiao-ying Bi，Bo Li，Wen-long Lu，Xin-zhi Zhou*. Daily runoff forecasting based on data-augmented neural network model[J]，Journal of Hydroinformatics. 2020，v22: 900-915. (SCI)
25.Zhou Xinzhi*, Dong Chenlong, Zhao Chengping, Bai Xingdu. Temperature-field reconstruction algorithm based on reflected sigmoidal radial basis function and QR decomposition[J]，Applied Thermal Engineering, 2020，v171：114987.（SCI）
26.Han Lu, Ning Qian, Chen Bingcai, Lei Yinjie, Zhou Xinzhi. Ground threat evaluation and jamming allocation model with Markov chain for aircraft[J]，IET Radar, Sonar and Navigation，2020，v14:1039-1045. (SCI)
27.Yan Hua, Huang Yong, Zhou Xinzhi*, Lei Yinjie, An Efficient and Non-Time-Sensitive File-Aware Garbage Collection Algorithm for NAND Flash-Based Consumer Electronics[J]，IEEE Transactions on Consumer Electronics, 2019, 65(1): 73-79. （SCI）
28.Zhou Xinzhi*, Wang Wei, Zhao Ruiyong, Gong Yunhong. Study on the Temperature Control Method for Piecewise Microwave Heating[J]， Recent Advances in Electrical & Electronic Engineering，2018, 11(3): 280-285. （SCI）
29.Wei Shuaifang, Zhou Xinzhi*, Wu Wei, Pu Qiang, Wang Qionghua, Yang Xiaomin. Medical image super-resolution by using multi-dictionary and random forest[J]，Sustainable Cities and Society, 2018, 37: 358-370.（SCI）
30.Zhou Xinzhi*，Shao Lun，Li Rongkun，Zhao Chengping，Dong Chenlong. Research on temperature prediction model for microwave heating based on wavelet denoising and improved PSO-SVM[J]，Huagong Xuebao/CIESC Journal, 2018，v 69：291-299.（EI）
31.Zhou Xinzhi*, Shao Lun，Cui Ke，Yang Yang，Zhou Yu，Zhang Ruobin. Research on multi-stage power control system of lignite microwave drying production line[J]，Huagong Xuebao/CIESC Journal, 2018，v 69：p 274-282.（EI）
32.Lei Yinjie, Guo Yulan, Hayat Munawar, Bennamoun Mohammed, Zhou Xinzhi*. A Two-Phase Weighted Collaborative Representation for 3D partial face recognition with single sample[J]， Pattern Recognition, 2016, 52: 218-237.（SCI）
33.Zhou Xin-Zhi*, Yu Chao, Tang Zhen-Yu , Zhao Cheng-Ping, Yan Hua. Wiedemann Effect in Fe83Ga17 Alloys for Magnetostrictive Sensors[J]， IEEE Sensors Journal, 2014, 14(1): 249-257.（SCI）
34.Zhou Xin-Zhi*, Yu Chao, Xiong Yin-Qi, Xue Lian, Zhao Guang-Yuan. Research on the magnetic and electrical properties of the Fe(57)Ni(43) line of magnetostrictive displacement sensors[J]，Journal of University of Electronic Science and Technology of China, 2013, 42(4): 630-634.（EI）
35.Hou Xuexian，Zhou Xinzhi*, Lei Yinjie. An 3D face recognition approach based on facial curve analysis[J]，Computer Modelling and New Technologies, 2014，v18：633-641.（EI）
36.Shen Wenshui，Zhou Xinzhi*. Algorithm for removing thin cloud from remote sensing digital images based on homomorphic filtering[J]，High Power Laser and Particle Beams, 2010，v22：45-49.（EI）
37.Huang Jun, Zhou Xin-Zhi. Study on area estimation of small water using MODIS data, 2010 Symposium on Photonics and Optoelectronic, SOPO 2010 - Proceedings（EI）
38.Ding Ning, Zhou Xin-Zhi*. Time series forecasting based on improved a trous algorithm[J]，Journal of System Simulation, 2007，v19：4082-4086.（EI）
39.Zhou Xin-Zhi*, Li Zuo-Ru，Wang Jian-Xiu. Design of power management in remote terminal unit[J]，Nuclear Electronics and Detection Technology,2005，v25：654-658.（EI）
40.Zhou Xinzhi*，Zhou Yong，Zhou Youyi，Wang Xurong. Bipartition model of electron transport and its new applications in absorbed dose monitoring system of EB radiation processing for wires and cables[J]，Nuclear Techniques，2003，v26：444-449.（EI）
41.Zhou Xinzhi*, Zhou Yong，Zhou Youyi，Tang Qiang. The electron dose monitoring and control system in EB radiation processing for wires and cables[J]，Radiation Physics and Chemistry， 2002，v63：267-272.（SCI）
42.Zhou Yong，Zhou Xinzhi，An Zhu，Zhou Youyi，Wang Shiming. Measurements and calculations of electron dose distributions in circular materials[J]，Radiation Physics and Chemistry，2002，v63：723-727.（SCI）
43.Zhou Xinzhi*. Pulse-amplitude data acquisition system[J]，Nuclear Electronics & Detection Technology，1998，v18：132-137.（EI）
