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Fast and accurate machine learning prediction of phonon scattering rates and lattice thermal conductivity

Engineering and Technology

Fast and accurate machine learning prediction of phonon scattering rates and lattice thermal conductivity

Z. Guo, P. R. Chowdhury, et al.

Unlock the secrets of lattice thermal conductivity with groundbreaking machine learning techniques developed by Ziqi Guo and colleagues. This study achieves unprecedented accuracy in predicting phonon scattering rates and thermal conductivity, overcoming challenges of high skewness and complex contributions. Experience a leap in computational efficiency that paves the way for large-scale thermal transport informatics.

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