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  1. 1. Machine Learning – Based Dynamic Response Prediction of High – Speed Railway Bridges

    Master-uppsats, KTH/Bro- och stålbyggnad

    Författare :Jin Xu; [2020]
    Nyckelord :High-Speed Railway Bridges; Bridge Dynamics; Artificial Neural Networks ANNs ; Back-Propagation Neural Networks BPNNs .;

    Sammanfattning : Targeting heavier freights and transporting passengers with higher speeds became the strategic railway development during the past decades significantly increasing interests on railway networks. Among different components of a railway network, bridges constitute a major portion imposing considerable construction and maintenance costs. LÄS MER