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  1. Article

    Open Access

    Application of machine reading comprehension techniques for named entity recognition in materials science

    Materials science is an interdisciplinary field that studies the properties, structures, and behaviors of different materials. A large amount of scientific literature contains rich knowledge in the field of ma...

    Zihui Huang, Liqiang He, Yuhang Yang, Andi Li, Zhiwen Zhang… in Journal of Cheminformatics (2024)

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  2. Article

    Open Access

    Preparation and properties of Mg-Nd binary alloy MAO/SiO2@α-Fe2O3 organic composite coating

    In order to make magnesium alloys better used in aviation, electronic information and other fields, it is necessary to improve their corrosion resistance and wave absorption properties. In this paper, a compos...

    Qiang Sun, Quantong Jiang, Siwei Wu, Chang Liu, Heng Tang… in npj Materials Degradation (2024)

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  3. No Access

    Article

    Modeling the Double-Pass Flow Curve of Nb Micro-Alloyed Steel by Machine Learning and its Extrapolation to Static Softening Kinetics

    This paper presents a method to predict the double-pass flow stress behavior of hot-rolled niobium (Nb) micro-alloyed steel by combining the constitutive model and back-propagation neural network (BPNN) model ...

    **n Li, Qiming Jiang, **aoguang Zhou… in Journal of Materials Engineering and Perfo… (2024)

  4. No Access

    Article

    Prediction of Hot Deformation Behavior for Inconel 740H Alloy Based on Ensemble Learning

    An ensemble constitutive equation model was proposed to predict the hot deformation behavior of Inconel 740H alloy during hot compression tests. The material parameters in the Arrhenius-type equation were comp...

    Siwei Wu, Guangming Cao, Yang Cao, Chengde Zhang, Jun Dou, Di Zhao, Jie Wang… in JOM (2024)

  5. No Access

    Article

    Development and application of automatic identification methods based on deep learning for oxide scale structures of iron and steel materials

    Iron oxide structure has an important impact on the surface quality of steel, and the experimental segmentation and identification of iron oxide structure can provide help for statistical and modeling studies ...

    Hao Wang, Guangming Cao, Jianjun Liu, Siwei Wu, Zhifeng Li… in Journal of Materials Science (2023)

  6. No Access

    Article

    Modeling Continuous Cooling Transformations for HSLA Steels With Physical Metallurgy Guided Hereditary Machine Learning

    Phase transformations during continuous cooling play a vital role in controlling final microstructure and mechanical properties of hot-rolled high-strength low-alloy (HSLA) steels. Therefore, accurate predicti...

    Yang Cao, Guangming Cao, Chunyuan Cui, **n Li… in Metallurgical and Materials Transactions A (2023)

  7. No Access

    Article

    Mindfulness-based intervention to reduce multiple health risk behaviors in Chinese undergraduates:a randomized controlled trial

    College students are most susceptible to highest-risk of health risk behaviors (HRBs) in China. Mindfulness-based interventions (MBIs) have shown significant benefit in specific HRB; however, evidence of its e...

    **anhua Liu, Rulan **ao, Fanggui Tang, Siwei Wu in Current Psychology (2022)

  8. No Access

    Chapter and Conference Paper

    BSB: Bringing Safe Browsing to Blockchain Platform

    Programmable Blockchain brings a new type of decentralized applications (Dapps) that facilitate transfer of assets across users without a third party. The popularity of Ethereum Dapps brings themselves great s...

    Zhuang Zhou, Cheng Tan, Shiyun Liu, Rongwei Yu, Siwei Wu… in Network and System Security (2022)

  9. No Access

    Article

    Comparisons of Different Data-Driven Modeling Techniques for Predicting Tensile Strength of X70 Pipeline Steels

    Mechanical property prediction for X70 pipeline steels attracts people’s attention because of maintaining high process stability and controlling production quality. Data-driven model is widely used and has the...

    Siwei Wu, Jiakuan Ren, **aoguang Zhou… in Transactions of the Indian Institute of Me… (2019)

  10. No Access

    Chapter and Conference Paper

    Density-Based Dynamic Revision Path Planning in Urban Area via VANET

    Dynamic path planning can efficiently enhance the validity and reliability of real-time navigation for vehicles to avoid unexpected traffic congestions and to shorten the whole traveling time. In this paper, w...

    Siwei Wu, Demin Li, Guanglin Zhang… in Machine Learning and Intelligent Communica… (2017)