Quantification of uncertainties in thermoelectric properties of materials from a first-principles prediction method: An approach based on Gaussian process regression

Physics & Astronomy

• regression analysis 64%
• phonons 43%
• predictions 34%
• electrons 26%
• Boltzmann transport equation 14%
• least squares method 6%
• thermoelectric materials 6%
• histograms 6%
• coupling coefficients 6%
• Seebeck effect 5%
• confidence 5%
• specifications 5%
• standard deviation 5%
• charge carriers 5%
• screening 5%
• intervals 4%
• electrical resistivity 3%
• estimates 3%
• matrices 3%
• approximation 3%
• energy 1%

Engineering & Materials Science

• Phonons 100%
• Electrons 64%
• Uncertainty 39%
• Seebeck coefficient 9%
• Charge carriers 8%
• Electric Conductivity 6%
• Maximum likelihood 5%
• Screening 5%
• Specifications 3%

Chemical Compounds

• Thermoelectricity 70%
• Seebeck Coefficient 9%
• Charge Carrier 6%
• Electrical Conductivity 5%
• Energy 3%
• Application 2%