Machine Learning Regression Guided Thermoelectric Materials Discovery – A Review
Guangshuai Han, Yixuan Sun, Yining Feng, Guang Lin, Na Lu
Abstract
This is the first comprehensive review to machine learning regression aided TE material discovery, which includes data generation, material descriptor selection, machine learning regression models, and model evaluation.
Topics & Concepts
RegressionRegression analysisMachine learningArtificial intelligenceComputer scienceStatisticsMathematicsMachine Learning in Materials ScienceAdvanced Thermoelectric Materials and DevicesX-ray Diffraction in Crystallography