Xiaoting Zhong

Explainable machine learning in materials science

Xiaoting Zhong, Brian Gallagher, Shusen Liu et al. · npj Computational Materials · 2022 · 370 citations · Full text

Computing, Computer Science, Materials Science +10

The five-parameter grain boundary curvature distribution in an austenitic and ferritic steel

Xiaoting Zhong, David J. Rowenhorst, Hossein Beladi et al. · Acta Materialia · 2016 · 55 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +13

A study of real-world micrograph data quality and machine learning model robustness

Xiaoting Zhong, Brian Gallagher, K. L. Eves et al. · npj Computational Materials · 2021 · 21 citations · Full text

Computing, Materials Engineering, Materials Science +17

Determining grain boundary energies from triple junction geometries without discretizing the five-parameter space

Yufeng Shen, Xiaoting Zhong, He Liu et al. · Acta Materialia · 2018 · 17 citations

Natural Sciences, Materials Engineering, Materials Science +13

Grain boundary curvatures in polycrystalline SrTiO ₃ : Dependence on grain size, topology, and crystallography

Xiaoting Zhong, Madeleine N. Kelly, Herbert M. Miller et al. · Journal of the American Ceramic Society · 2019 · 16 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +15