most citedWhat Information is Necessary and Sufficient to Predict Materials Properties using Machine Learning?

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cond-mat.mtrl-sci2022★ 3 cited

What Information is Necessary and Sufficient to Predict Materials Properties using Machine Learning?

Siyu Isaac Parker Tian, Aron Walsh, Zekun Ren +2

Conventional wisdom of materials modelling stipulates that both chemical composition and crystal structure are integral in the prediction of physical properties. However, recent de…