Concepedia

Ultra-high temperature ceramics melting temperature prediction via machine learning

Nan Qu, Yong Liu, Mingqing Liao, Zhonghong Lai, Fei Zhou, Puchang Cui, Tianyi Han, Danni Yang, Jingchuan Zhu

Ceramics International · 2019 · 75 citations · 20 references

DOI

Concepts

References

20

Learning representations by back-propagating errors

David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams · Nature · 1986 · 30.9K citations

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FactSage thermochemical software and databases

C. W. Bale, Patrice Chartrand, Sergei A. Degterov et al. · Calphad · 2002 · 2.3K citations

, , +10

FactSage thermochemical software and databases, 2010–2016

C. W. Bale, Ève Bélisle, Patrice Chartrand et al. · Calphad · 2016 · 2K citations · Full text

, , +17

Machine learning in materials informatics: recent applications and prospects

Rampi Ramprasad, Rohit Batra, Ghanshyam Pilania et al. · npj Computational Materials · 2017 · 1.8K citations · Full text

, , +17

Active learning across intermetallics to guide discovery of electrocatalysts for CO2 reduction and H2 evolution

Kevin Tran, Zachary W. Ulissi · Nature Catalysis · 2018 · 897 citations

, , +16