default author photo

Zhi-Xiong Liu

Zhejiang University

SCHOLARLY PAPERS

4

DOWNLOADS

155

TOTAL CITATIONS

1

Scholarly Papers (4)

1.

Prediction of Subsurface Geological Cross-Section Based on Machine Learning Iterative Model Incorporating Sparse Soil Parameters

Number of pages: 37 Posted: 03 Sep 2024
Zhejiang University, Zhejiang University, Zhejiang University, Zhejiang University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 55 (1,020,567)

Abstract:

Loading...

Machine learning, Different regions, Geological cross-section, Sparse data, Soil parameters

2.

Deformation and Additional Stress of Existing Tunnel Structure Induced by Shield Tunneling: A Lstm-Based Forecasting Approach

Number of pages: 29 Posted: 14 Aug 2023
Zhejiang University, affiliation not provided to SSRN, Zhejiang University, Zhejiang University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 50 (1,063,489)
Citation 1

Abstract:

Loading...

Structural Health Monitoring, Shield tunnel, Circumferential Deformation, Load Pattern, Machine learning

3.

Big Data-Driven Evaluation of Shield Tunneling Performance: Methodology and Application to a Pile-Cutting Engineering Project

Number of pages: 46 Posted: 17 Jul 2024
Zhejiang University, Zhejiang University, Zhejiang University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 39 (1,209,354)

Abstract:

Loading...

Pile cutting, Multi-source data, Tunneling performance, Underpass deformation, Tunnel uplift, Tunnel convergence

4.

Deformation of Existing Underpasses Due to Pile Cutting and Shield Tunneling: Observations from Field Monitoring and Explanations by Analytical Model

Number of pages: 37 Posted: 15 Aug 2024
Zhejiang University, Zhejiang University, Zhejiang University, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 11 (1,534,404)

Abstract:

Loading...

Shield tunneling, Pile cutting, Structural deformation, Field monitoring, Secondary grouting