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Data-Driven Method for Predicting Long-Term Underground Pipeline Settlement Induced by Rectangular Pipe Jacking Tunnel Construction
Publisher: American Society of Civil Engineers
Abstract: The long-term settlement of deep pipelines is a crucial factor in the construction of rectangular shield tunnels. Conventional prediction techniques primarily depend on empirical models and statistical analyses, which often ...
Data-Driven Deep-Learning Model for Predicting Jacking Force of Rectangular Pipe Jacking Tunnel
Publisher: American Society of Civil Engineers
Abstract: The advancement of computer technology has led to the increased utilization of new algorithms, such as machine learning, in various fields including underground engineering. The estimation of jacking force plays a critical ...
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