Concepedia

Multi-output ensemble deep learning: A framework for simultaneous prediction of multiple electrode material properties

Hanqing Yu, Kaiyi Yang, Lisheng Zhang, Wentao Wang, Mengzheng Ouyang, Bin Ma, Shichun Yang, Junfu Li, Xinhua Liu

Chemical Engineering Journal · 2023 · 23 citations · 57 references

DOI

Concepts

References

57

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

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Commentary: The Materials Project: A materials genome approach to accelerating materials innovation

Anubhav Jain, Shyue Ping Ong, Geoffroy Hautier et al. · APL Materials · 2013 · 12.7K citations · Full text

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Crystal Graph Convolutional Neural Networks for an Accurate and Interpretable Prediction of Material Properties

Tian Xie, Jeffrey C. Grossman · Physical Review Letters · 2018 · 2.6K citations · Full text

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Materials Design and Discovery with High-Throughput Density Functional Theory: The Open Quantum Materials Database (OQMD)

James E. Saal, Scott Kirklin, Muratahan Aykol et al. · JOM · 2013 · 2.5K citations

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Role of Surface Structure on Li-Ion Energy Storage Capacity of Two-Dimensional Transition-Metal Carbides

Yu Xie, Michael Naguib, Vadym N. Mochalin et al. · Journal of the American Chemical Society · 2014 · 1.5K citations

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