A practical approach to flow field reconstruction with sparse or incomplete data through physics informed neural network von Xu, Shengfeng, Sun, Zhenxu, Huang, Renfang, Guo, Dilong, Yang, Guowei, Ju, Shengjun

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A feasibility study on applying meta-heuristic optimization and Gaussian process regression for predicting the performance of pantograph-catenary system von Zhang, Mohan, Yin, Bo, Sun, Zhenxu, Bai, Ye, Yang, Guowei

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Optimization design for aerodynamic elements of high speed trains von Shuanbao, Yao, Dilong, Guo, Zhenxu, Sun, Guowei, Yang, Dawei, Chen

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Robust optimisation of the streamlined shape of a high-speed train in crosswind conditions von Wang, Yeteng, Sun, Zhenxu, Ju, Shengjun, Guo, Dilong, Yang, Guowei

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Special Issue on Aerodynamic Noise Research of High-Speed Trains von Li, Tian, Sun, Zhenxu, Wang, Tiantian

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Influences of affiliated components and train length on the train wind von Guo, Dilong, Shang, Keming, Zhang, Ye, Yang, Guowei, Sun, Zhenxu

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Numerical Investigation on the Influence of the Streamlined Structures of the High-Speed Train’s Nose on Aerodynamic Performances von Sun, Zhenxu, Yao, Shuanbao, Wei, Lianyi, Yao, Yongfang, Yang, Guowei

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Aerodynamic optimization using passive control devices near the bogie cabin of high-speed trains von Yao, Yongfang, Sun, Zhenxu, Li, Guibo, Yang, Guowei, Prapamonthon, Prasert, Guo, Yi, Wang, Mengying

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Research on aerodynamic optimization of high-speed train's slipstream von Sun, Zhenxu, Yao, Shuanbao, Yang, Guowei

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Study on mathematical model construction of typical gorge wind field von Cheng, Jionghao, Sun, Zhenxu, Ju, Shengjun, Yang, Guowei, Mao, Jun, Guo, Dilong

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Analysis of Aerodynamic Noise Characteristics of High-Speed Train Pantograph with Different Installation Bases von Yao, Yongfang, Sun, Zhenxu, Yang, Guowei, Liu, Wen, Prapamonthon, Prasert

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Data-driven rapid prediction model for aerodynamic force of high-speed train with arbitrary streamlined head von Chen, Dawei, Sun, Zhenxu, Yao, Shuanbao, Xu, Shengfeng, Yin, Bo, Guo, Dilong, Yang, Guowei, Ding, Sansan

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Aerodynamic-Aeroacoustic Optimization of a Baseline Wing and Flap Configuration von Ju, Shengjun, Sun, Zhenxu, Guo, Dilong, Yang, Guowei, Wang, Yeteng, Yan, Chang

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Surrogate Based Optimization of Aerodynamic Noise for Streamlined Shape of High Speed Trains von Sun, Zhenxu, Zhang, Ye, Yang, Guowei

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Optimization of the head shape of the CRH3 high speed train von Sun, ZhenXu, Song, JingJing, An, YiRan

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Study on the critical diameter of the subway tunnel based on the pressure variation von Sun, ZhenXu, Yang, GuoWei, Zhu, Lan

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Multi-objective optimization of the streamlined head of high-speed trains based on the Kriging model von Yao, ShuanBao, Guo, DiLong, Sun, ZhenXu, Yang, GuoWei, Chen, DaWei

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Spatiotemporal parallel physics-informed neural networks: A framework to solve inverse problems in fluid mechanics

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Exploring hidden flow structures from sparse data through deep-learning-strengthened proper orthogonal decomposition von Yan, Chang, Xu, Shengfeng, Sun, Zhenxu, Guo, Dilong, Ju, Shengjun, Huang, Renfang, Yang, Guowei

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A framework of data assimilation for wind flow fields by physics-informed neural networks von Yan, Chang, Xu, Shengfeng, Sun, Zhenxu, Lutz, Thorsten, Guo, Dilong, Yang, Guowei

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