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Haoding Xu

Xian Technological University

SCHOLARLY PAPERS

4

DOWNLOADS

155

TOTAL CITATIONS

0

Scholarly Papers (4)

1.

Deep learning for the static and seismic bearing capacity of shallow strip footings on multi-layered slopes considering spatial soil variability

Number of pages: 63 Posted: 12 Dec 2025
Xian Technological University, HUTECH University, Xian Technological University, affiliation not provided to SSRN, affiliation not provided to SSRN and Royal Melbourne Institute of Technology (RMIT University)
Downloads 51 (1,063,489)

Abstract:

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Cell-based smoothed finite element method (CS-FEM), deep learning, Static and seismic bearing capacity, Spatially variable soils, Stratified Slope.

2.

Global-Local Fusion Neural Networks for Static and Seismic Footing Bearing Capacity on Spatially Variable Slopes

Number of pages: 29 Posted: 09 Sep 2025
Xian Technological University, Imperial College London, Xian Technological University, affiliation not provided to SSRN and Royal Melbourne Institute of Technology (RMIT University)
Downloads 40 (1,196,171)

Abstract:

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Fully connected neural networks (FCNs), Seismic and static bearing capacity, Spatially varying soils.

3.

A hybrid method combining CS-FEM and deep learning for assessing the bearing capacity of strip footing on square voids

Number of pages: 59 Posted: 07 Mar 2026
Xian Technological University, HUTECH University, Ton Duc Thang University, New York University (NYU) - New York University, affiliation not provided to SSRN, Royal Melbourne Institute of Technology (RMIT University) and Xian Technological University
Downloads 33 (1,304,549)

Abstract:

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Cell-based smoothed finite element method (CS-FEM), Convolutional neural network (CNN) models, Footings above voids, Static and seismic bearing capacity, Spatially variable soils.

4.

Deep Learning for the Stability of Spatially Variable Slopes

Number of pages: 23 Posted: 17 Jul 2024
Imperial College London, Xian Technological University, affiliation not provided to SSRN and RWTH Aachen University
Downloads 31 (1,304,549)

Abstract:

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Deep-learning surrogate models, CNNs, FCNs, Spatially variable slopes.