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Abstract

With the continuous development and progress of technology, the emergence of tunnel boring machine (TBM) provides a safer, more effective and cheaper construction method for tunnel digging.

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Correspondence to Wengang Zhang .

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Zhang, W., Zhang, Y., Gu, X., Wu, C., Han, L. (2022). Prediction for TBM Penetration Rate Using Four Hyperparameter Optimization Methods and RF Model. In: Application of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience. Springer, Singapore. https://doi.org/10.1007/978-981-16-6835-7_8

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  • DOI: https://doi.org/10.1007/978-981-16-6835-7_8

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  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-16-6834-0

  • Online ISBN: 978-981-16-6835-7

  • eBook Packages: EngineeringEngineering (R0)

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