M.Eng. Chen Xu
Ruhr University Bochum
Institute for Structural Mechanics
IC / 6 / 159
Universitätsstraße 150
44801 Bochum

Email: chen.xu@rub.de
Tel: 0234 / 32-29064

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Curriculum Vitae


Since 2021    Research Associate, Institute for Structural Mechanics, Ruhr University Bochum
2017 - 2020    Master student, Civil Engineering (Department of Geotechnical Engineering), Tongji University, China (Advisor: Prof. Dr. Yong Yuan)
2013 - 2017    Bachelor student, Civil Engineering, Central South University, China


    Publications


    Scientific Publications in Refereed Journals

    [ 1 ] C. Xu, B.T. Cao, Y. Yuan, and G. Meschke
    Fusing simulation and monitoring data for real-time settlement prediction during tunnel construction: A multi-fidelity deep operator network (deeponet)
    arXiv:2310.00057, 2023
    [ 2 ] C. Xu, B.T. Cao, Y. Yuan, and G. Meschke
    Transfer learning based physics-informed neural networks for solving inverse problems in engineering structures under different loading scenarios
    Computer Method in Applied Mechanics and Engineering, 405:115852, 2023
    DOI ]

    Scientific Publications in Conference Proceedings

    [ 3 ]Xu, Z. Liu, B.T. Cao, X. Liu, and G Meschke
    Multi-fidelity operator learning for predicting mechanical behavior of tunnel linings under external loads
    In GeoShanghai 2024 International Conference, Shanghai, China, May 2024
    [ 4 ] C. Xu, B.T. Cao, and G Meschke
    Real-time settlement field reconstruction using deep operator networks
    In International Symposium on Innovations in Geotechnical Engineering towards Sustainability (IGES 2023), Hong Kong, China, December 2023
    [ 5 ] C. Xu, B.T. Cao, G. Meschke, and Y. Yuan
    Physics-informed neural networks with trainable weighted loss using uncertainty: applications to inverse analysis of tunnel rings
    In 8th European Congress on Computational Methods in Applied Sciences and Engineering (ECCOMAS Congress 2022), Oslo, Norway, June 2022