Machine learning guided hydrothermal synthesis of thermochromic VO2 nanoparticles

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A strategy to apply machine learning to small datasets in materials science

Ying Zhang, Chen Ling · npj Computational Materials · 2018 · 738 citations · Full text

Computing, Materials Engineering, Materials Science +15

Machine learning assisted materials design and discovery for rechargeable batteries

Yue Liu, Biru Guo, Xinxin Zou et al. · Energy storage materials · 2020 · 446 citations

Natural Sciences, Materials Engineering, Materials Science +14

Energy storage on demand: Thermal energy storage development, materials, design, and integration challenges

Gholamabbas Sadeghi · Energy storage materials · 2022 · 371 citations · Full text

Engineering, Materials Engineering, Materials Science +17

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