Micromechanical Investigation of Sands Using Machine Learning Methods

Project: Research

21 - 33 out of 33Page size: 20

Research Output

  1. 2022
  2. Published

    Estimation of contact forces of granular materials under uniaxial compression based on a machine learning model

    Cheng, Z. & Wang, J., Feb 2022, In: Granular Matter. 24, 1, 17.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 9
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  3. Published

    DEM modeling of the one-dimensional compression of sands incorporating a statistical particle fragmentation scheme

    Wu, M., Wang, J. & Zhao, B., Jan 2022, In: Canadian Geotechnical Journal. 59, 1, p. 144-157

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 25
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  4. Published

    Prediction of 3D contact force chains using artificial neural networks

    Wu, M. & Wang, J., Jan 2022, In: Engineering Geology. 296, 106444.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 6
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  5. 2021
  6. Published

    DEM study on effect of particle roundness on biaxial shearing of sand

    Wu, M., Xiong, L. & Wang, J., Dec 2021, In: Underground Space (China). 6, 6, p. 678-694

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 21
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  7. Published

    Instant and Strong Underwater Adhesion by Coupling Hygroscopicity and in Situ Photocuring

    Zhou, Y., Zhang, C., Gao, S., Zhang, B., Sun, J., Kai, J., Wang, B., & 1 othersWang, Z., 23 Nov 2021, In: Chemistry of Materials. 33, 22, p. 8822-8830

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 27
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  8. Published

    An investigation of the breakage behaviour of a pre-crushed carbonate sand under shear using X-ray micro-tomography

    Cheng, Z. & Wang, J., Nov 2021, In: Engineering Geology. 293, 106286.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 38
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  9. Published

    Pressure-Sensitive Adhesive with Enhanced and Phototunable Underwater Adhesion

    Zhou, Y., Zhang, C., Gao, S., Li, W., Kai, J. & Wang, Z., 27 Oct 2021, In: ACS Applied Materials and Interfaces. 13, 42, p. 50451−50460

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 20
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  10. Published

    Estimating Contact Force Chains Using Artificial Neural Network

    Wu, M. & Wang, J., Jul 2021, In: Applied Sciences (Switzerland). 11, 14, 6278.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 6
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  11. Published

    Gene mutation of particle morphology through spherical harmonic-based principal component analysis

    Xiong, W. & Wang, J., Jul 2021, In: Powder Technology. 386, p. 176-192

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 17
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  12. Published

    DEM study of creep and stress relaxation behaviors of dense sand

    Wang, J. & Xia, Z., Jun 2021, In: Computers and Geotechnics. 134, 104142.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 12
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  13. Published

    Recent Progress on Plant-Inspired Soft Robotics with Hydrogel Building Blocks: Fabrication, Actuation and Application

    Xu, Z., Zhou, Y., Zhang, B., Zhang, C., Wang, J. & Wang, Z., Jun 2021, In: Micromachines. 12, 6, 608.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 18
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  14. Published

    DEM simulations of cemented sands with a statistical representation of micro-bond parameters

    Wu, M., Huang, R. & Wang, J., Feb 2021, In: Powder Technology. 379, p. 96-107

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 27
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  15. 2020
  16. Published

    A Novel Multi-Scale Particle Morphology Descriptor with the Application of SPHERICAL Harmonics

    Xiong, W., Wang, J. & Cheng, Z., Aug 2020, In: Materials. 13, 15, 18 p., 3286.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 14
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