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A machine learning-based calibration method for strength simulation of self-piercing riveted joints

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  1. Article

    Open Access

    CL-BPUWM: continuous learning with Bayesian parameter updating and weight memory

    Catastrophic forgetting in neural networks is a common problem, in which neural networks lose information from previous tasks after training on new tasks. Although adopting a regularization method that prefere...

    Yao He, **g Yang, Shaobo Li, Jianjun Hu, Ya** Ren in Complex & Intelligent Systems (2024)

  2. Article

    Open Access

    Gaussian guided frame sequence encoder network for action quality assessment

    Can a computer evaluate an athlete’s performance automatically? Many action quality assessment (AQA) methods have been proposed in recent years. Limited by the randomness of video sampling and the simple strat...

    Ming-Zhe Li, Hong-Bo Zhang, Li-Jia Dong, Qing Lei in Complex & Intelligent Systems (2023)

  3. Article

    Open Access

    Numerical Simulations of Coastal Overwash Using A Phase-Averaged Wave—Current—Sediment Transport Model

    Coastal overwash is a natural phenomenon that commonly occurs during storm events and can cause considerable changes in nearshore morphology within a short time. In this study, a complete set of empirical over...

    Song-zhe Li, Chao Ji, Qing-he Zhang, Tong-qing Chen in China Ocean Engineering (2022)

  4. Article

    Effect of melting rate on microsegregation and primary MC carbides in M2 high-speed steel during electroslag remelting

    Large-size primary MC carbides can significantly reduce the performance of M2 high-speed steel. To better control the morphology and size of primary MC carbides, the effect of melting rate on microsegregation ...

    Fu-xing Yin, Ming Su, Fa Ji, Qing-chao Tian, Ya-guan Bai, Jian-hang Feng in China Foundry (2021)

  5. Article

    Open Access

    Review on the Relationship Between Liquid Aerospace Fuel Composition and Their Physicochemical Properties

    The development of advanced air transportation has raised new demands for high-performance liquid hydrocarbon fuels. However, the measurement of fuel properties is time-consuming, cost-intensive, and limited t...

    **aoyu Wang, Tinghao Jia, Lun Pan, Qing Liu in Transactions of Tian** University (2021)

  6. Article

    Quantitative models for microstructure and thermal conductivity of vermicular graphite cast iron cylinder block based on cooling rate

    The relationships of cooling rate with microstructure and thermal conductivity of vermicular graphite cast iron (VGI) cylinder block were studied, which are important for design and optimization of the casting...

    Qing-yi Liu, **ao-fu Zhang, Yu-cheng Sun, Ai-long Jiang, Ji-chao Li in China Foundry (2021)

  7. Article

    Open Access

    Consistent constraint-based video-level learning for action recognition

    This paper proposes a new neural network learning method to improve the performance for action recognition in video. Most human action recognition methods use a clip-level training strategy, which divides the ...

    Qinghongya Shi, Hong-Bo Zhang, Hao-Tian Ren in EURASIP Journal on Image and Video Process… (2020)

  8. Article

    Open Access

    Corrosion Behavior of the S136 Mold Steel Fabricated by Selective Laser Melting

    The selective laser melting (SLM) method has a great potential for fabricating injection mold with complex structure. However, the microstructure and performance of the SLM molds show significantly different f...

    Shi-Feng Wen, **an-Tai Ji, Yan Zhou in Chinese Journal of Mechanical Engineering (2018)

  9. Article

    Molecular simulation of interfacial reaction between TiAl alloy melts and different coatings

    The effect of coatings (Y2O3, ZrO2 and Al2O3) on the interfacial reaction of TiAl alloys was studied with molecular dynamics. The binding energy of coatings and the diffusion process of oxygen in the melt were si...

    Yan-wei Sui, Cheng Cheng, Kun Feng, Ji-qiu Qi, Ye-zeng He, Fu-xiang Wei in China Foundry (2017)