Publications

(2022). Fracture at the two-dimensional limit. In MRS Bull. (Review paper).

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(2022). Hierarchical Multiresolution Design of Bioinspired Structural Composites Using Progressive Reinforcement Learning. In Adv. Theory Simul..

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(2022). Water contact angles on charged surfaces in aerosols. In Chin. Phys. B.

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(2021). Words to Matter: De novo Architected Materials Design Using Transformer Neural Networks. In Front. Mater. (Featured by MIT CEE news).

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(2021). Screening and Understanding Li Adsorption on Two-Dimensional Metallic Materials by Learning Physics and Physics-Simplified Learning. In JACS Au.

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(2021). Deep learning model to predict complex stress and strain fields in hierarchical composites. In Sci. Adv. (Featured by MIT News, EurekAlert!, Phys.org, ScienceDaily and SciTechDaily).

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(2020). Artificial Intelligence and Machine Learning in Mechanical Design of Materials. In Mater. Horiz. (Review paper).

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(2018). Liquid Metal Corrosion Effects on Conventional Metallic Alloys Exposed to Eutectic Gallium–Indium Alloy Under Various Temperature States. In Int. J. Thermophys..

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(2018). Metallic Bond Enabled Wetting Behavior at the Liquid Ga/CuGa2 Interfaces. In ACS Appl. Mater. Interfaces.

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