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Journal Publications

Visit Google Scholar for a complete list of our publications. An underline indicates current or former group members.

Note: if you use/reproduce/incorporate any data, derivation or figure from one of the publications below, we greatly appreciate your decency by giving us the appropriate credit. Any comments, suggestions, or critiques are also greatly appreciated.

2025

  • Kim, Y., and Suh, H.S. GNPNM: A graph neural pore network model for predicting capillary-dominant flow patterns in porous media, in preparation.

  • Kim, T., Yun, T.S., and Suh, H.S. Can ChatGPT implement finite element models for geotechnical engineering applications?, under review.

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2024

  • Suh, H.S. (2024) Diffuse interface modeling of non-isothermal Stokes-Darcy flow with immersed transmissibility conditions, International Journal for Numerical Methods in Engineering, 125(24), e7589. https://doi.org/10.1002/nme.7589.

  • Suh, H.S., Na, S., and Choo, J. (2024) Pore-morphology-based estimation of the freezing characteristic curve of water-saturated porous media, Water Resources Research, 60(8), e2024WR037035. https://doi.org/10.1029/2024WR037035.

  • Suh, H.S., Song, J.Y., Kim, Y., Yu, X., and Choo, J. (2024) Data-driven discovery of interpretable water retention model for deformable porous media, Acta Geotechnica, 19, 3821-3835. https://doi.org/10.1007/s11440-024-02322-y.

  • Suh, H.S. (2024) Evolution of anisotropic capillarity in unsaturated granular media within the pendular regime, International Journal of Geo-Engineering, 15(1), 10. https://doi.org/10.1186/s40703-024-00211-7.

  • Bahmani, B., Suh, H.S., and Sun, W. (2024) Discovering interpretable elastoplasticity models via the neural polynomial method enabled symbolic regressions, Computer Methods in Applied Mechanics and Engineering, 422, 116827. https://doi.org/10.1016/j.cma.2024.116827.

2023

  • Suh, H.S., Kweon, C., Lester, B., Kramer, S., and Sun, W. (2023) A publicly available PyTorch-ABAQUS UMAT deep-learning framework for level-set plasticity, Mechanics of Materials, 184, 104682. https://doi.org/10.1016/j.mechmat.2023.104682.

2022

  • Suh, H.S., and Sun, W. (2022) Multi-phase-field microporomechanics model for simulating ice-lens growth in frozen soil, International Journal for Numerical and Analytical Methods in Geomechanics, 46(12), 2307-2336. https://doi.org/10.1002/nag.3408. (selected as the featured cover).

2021

  • Suh, H.S., and Sun, W. (2021) Asynchronous phase field fracture model for porous media with thermally non-equilibrated constituents, Computer Methods in Applied Mechanics and Engineering, 387, 114182. https://doi.org/10.1016/j.cma.2021.114182.

  • Heider, Y., Suh, H.S., and Sun, W. (2021) An offline multi-scale unsaturated poromechanics model enabled by self-designed/self-improved neural network, International Journal for Numerical and Analytical Methods in Geomechanics, 45(9), 1212-1237. https://doi.org/10.1002/nag.3196.

  • Suh, H.S., and Sun, W. (2021) An immersed phase field fracture model for microporomechanics with Darcy-Stokes flow, Physics of Fluids, 33, 016603. http://doi.org/10.1063/5.0035602. (selected as the Editor’s pick).

2020

  • Suh, H.S., Sun, W., and O’Connor, D. (2020) A phase field model for cohesive fracture in micropolar continua, Computer Methods in Applied Mechanics and Engineering, 369, 113181. https://doi.org/10.1016/j.cma.2020.113181.

2019

  • Suh, H.S., and Sun, W. (2019) An open source FEniCS implementation of a phase field fracture model for micropolar continua, International Journal of Multiscale Computational Engineering, 17(6), 639-663. https://doi.org/10.1615/IntJMultCompEng.2020033422.

  • Kim, Y., Suh, H.S., and Yun, T.S. (2019) Reliability and applicability of the Krumbein-Sloss chart for estimating geomechanical properties in sands, Engineering Geology, 248, 117-123. https://doi.org/10.1016/j.enggeo.2018.11.001.

2018 and earlier

  • Suh, H.S., and Yun, T.S. (2018) Modification of capillary pressure by considering pore throat geometry with the effects of particle shape and packing features on water retention curves for uniformly graded sands, Computers and Geotechnics, 95, 129-136. https://doi.org/10.1016/j.compgeo.2017.10.007.

  • Suh, H.S., Kang, D.H., Jang, J., Kim, K.Y., and Yun, T.S. (2017) Capillary pressure at irregularly shaped pore throats: Implications for water retention characteristics, Advances in Water Resources, 110, 51-58. https://doi.org/10.1016/j.advwatres.2017.09.025.

  • Lee, C., Suh, H.S., Yoon, B., and Yun, T.S. (2017) Particle shape effect on thermal conductivity and shear wave velocity in sands, Acta Geotechnica, 12, 615-625. https://doi.org/10.1007/s11440-017-0524-6.

  • Suh, H.S., Kim, K.Y., Lee, J., and Yun, T.S. (2017) Quantification of bulk form and angularity of particle with correlation of shear strength and packing density in sands, Engineering Geology, 220, 256-265. https://doi.org/10.1016/j.enggeo.2017.02.015.

  • Kim, K.Y., Suh, H.S., Yun, T.S., Moon, S.-W., and Seo, Y.-S. (2016) Effect of particle shape on the shear strength of fault gouge, Geosciences Journal, 20(3), 351-359. https://doi.org/10.1007/s12303-015-0051-0.

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