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ML analysis of high entropy alloys - which phase will they form

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Predicting solid phase type of high entropy alloys

Data

  • Pairwise mixing enthalpies
  • Combination of other features: electronegativity, atom size, ... (see data)

Methods

  • Logistic regression
  • LDA
  • Gradient boosting (XGBoost)

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ML analysis of high entropy alloys - which phase will they form

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