Publications

FOR THE LATEST PUBLICATION LIST, PLEASE CHECK MY GOOGLE SCHOLAR PROFILE.

JOURNAL PUBLICATIONS (†AUTHORS WITH EQUAL CONTRIBUTIONS)

  1. M. Feng, X. Liu, S.J. Harris, B.W. Sheldon, Y. Qi, “A multiscale model to understand the interface chemistry, contacts, and dynamics during lithium stripping”, Journal of the Mechanics and Physics of Solids (2024).

  2. C.E. Athanasiou, X. Liu, H. Gao, “A Perspective on Democratizing Mechanical Testing: Harnessing Artificial Intelligence to Advance Sustainable Material Adoption and Decentralized Manufacturing”, Journal of Applied Mechanics (2024).

  3. X. Liu, C.E. Athanasiou, C. López-Pernía, T. Zhu, N.P. Padture, B.W. Sheldon, H. Gao, “Tailoring the toughening effects in two-dimensional nanomaterial-reinforced ceramic matrix composites”, Journal of Applied Mechanics (2024).
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  4. S. Stangebye, X. Liu, L. Daza-Llanos, Y. Yang, T. Zhu, J. Kacher, O. Pierron, “Comparison of electrical sensing and image analysis for in situ transmission electron microscopy nanomechanical testing of thin films”, Thin Solid Films (2023).
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  5. Z. Dai, M.C. Doyle, X. Liu, M. Hu, Q. Wang, C.E. Athanasiou, Y. Liu, B.W. Sheldon, H. Gao, S.F. Liu, N.P. Padture, “The mechanical behavior of metal-halide perovskites: Elasticity, plasticity, fracture, and creep”, Scripta Materialia (2023).
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  6. C.E. Athanasiou†, X. Liu†, B. Zhang†, T. Cai, C. Ramirez, N.P. Padture, J. Lou, B.W. Sheldon, H. Gao, “Integrated simulation, machine learning, and experimental approach to characterizing fracture instability in indentation pillar-splitting of materials”, Journal of the Mechanics and Physics of Solids (2022).
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  7. C.E. Athanasiou†, X. Liu†, M.Y. Jin, E. Nimon, S. Visco, C. Lee, M. Park, J. Yun, N.P. Padture, H. Gao, B.W. Sheldon, “Rate-dependent deformation of amorphous sulfide glass electrolytes for solid-state batteries”, Cell Reports Physical Science (2022).
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  8. Z. Dai, S. Li, X. Liu, M. Chen, C.E. Athanasiou, B.W. Sheldon, H. Gao, P. Guo, N.P. Padture, “Dual-interface reinforced flexible perovskite solar cells for enhanced performance and mechanical reliability”, Advanced Materials (2022).
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  9. X. Liu†, C.E. Athanasiou†, N.P. Padture, B.W. Sheldon, H. Gao, “Knowledge extraction and transfer in data-driven fracture mechanics”, Proceedings of the National Academy of Sciences (2021).
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  10. B. Zhang†, X. Liu†, H. Guo†, K. Yang, G. Gao, B.W. Sheldon, H. Gao, J. Lou, “Quantitative in-situ study of strength-governed interfacial failure between h-BN and polymer-derived ceramic”, Acta Materialia (2021).
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  11. X. Liu, C.E. Athanasiou, N.P. Padture, B.W. Sheldon, H. Gao, “A machine learning approach to fracture mechanics problems”, Acta Materialia (2020).
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  12. A.K. Dickerson, X. Liu, T. Zhu, D.L. Hu, “Fog spontaneously folds mosquito wings”, Physics of Fluids (2015).
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PHD DISSERTATION

  • X. Liu, "Integrated Simulation, Machine learning, and Experimental Approaches in Small-Scale Mechanical Characterization of Materials" (2021). Mechanics of Solids Theses and Dissertations. Brown Digital Repository. Brown University Library. (Full Text)
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