Machine learning discovery of medium-entropy thermoelectric materials with ultralow lattice thermal conductivity

Journal of Materials Chemistry A 2026

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Authors: Hangyu Zhang, Xianhua Nie, Xinyi Zhang, Ruiqi Wang, Shuai Deng, Li Zhao
DOI: 10.1039/d5ta09114d
Cited by: 2
References: 55

Abstract

Machine learning combined with DFT calculations enables rapid discovery of the medium entropy thermoelectric material In 2 Bi 4 Pb 4 Se 13 with ultralow lattice thermal conductivity.

Fields of Study & Subjects

Advanced Thermoelectric Materials and Devices Machine Learning in Materials Science Thermal properties of materials

Publication details

Journal / source
Journal of Materials Chemistry A
Publisher
Royal Society of Chemistry (RSC)
Volume
14
Issue
22
Pages
13735–13751
Publication date
1 January 2026
Language
EN