High‐throughput strategies in the discovery of thermoelectric materials

T Deng, P Qiu, T Yin, Z Li, J Yang, T Wei… - Advanced …, 2024 - Wiley Online Library
Searching for new high‐performance thermoelectric (TE) materials that are economical and
environmentally friendly is an urgent task for TE society, but the advancements are greatly …

Low thermal conductivity: fundamentals and theoretical aspects in thermoelectric applications

HA Eivari, Z Sohbatzadeh, P Mele, MHN Assadi - Materials Today Energy, 2021 - Elsevier
The thermoelectric effect allows direct and reversible conversion of thermal energy into
electricity. As a result, thermoelectric generators and coolers can be an essential part of the …

LOBSTER: Local orbital projections, atomic charges, and chemical‐bonding analysis from projector‐augmented‐wave‐based density‐functional theory

R Nelson, C Ertural, J George… - Journal of …, 2020 - Wiley Online Library
We present an update on recently developed methodology and functionality in the computer
program Local Orbital Basis Suite Toward Electronic‐Structure Reconstruction (LOBSTER) …

High-throughput thermoelectric materials screening by deep convolutional neural network with fused orbital field matrix and composition descriptors

M Al-Fahdi, K Yuan, Y Yao, R Rurali, M Hu - Applied Physics Reviews, 2024 - pubs.aip.org
Thermoelectric materials harvest waste heat and convert it into reusable electricity.
Thermoelectrics are also widely used in inverse ways such as refrigerators and cooling …

Machine learning for predicting thermal transport properties of solids

X Qian, R Yang - Materials Science and Engineering: R: Reports, 2021 - Elsevier
Quantitative descriptions of the structure-thermal property correlation have always been a
challenging bottleneck in designing functional materials with superb thermal properties. In …

Layered : A Promising Anisotropic Thermoelectric Material

N Wang, M Li, H **ao, X Zu, L Qiao - Physical Review Applied, 2020 - APS
Thermoelectric (TE) materials can convert temperature difffferences into electricity directly
and reversibly without air pollution, which provides a viable route for alleviating global …

A review of recent progress in thermoelectric materials through computational methods

JJ Gutiérrez Moreno, J Cao, M Fronzi… - Materials for Renewable …, 2020 - Springer
Reducing our overwhelming dependence on fossil fuels requires groundbreaking
innovations in increasing our efficiency in energy consumption for current technologies and …

Advances in data‐assisted high‐throughput computations for material design

D Xu, Q Zhang, X Huo, Y Wang… - Materials Genome …, 2023 - Wiley Online Library
Extensive trial and error in the variable space is the main cause of low efficiency and high
cost in material development. The experimental tasks can be reduced significantly in the …

Materials informatics platform with three dimensional structures, workflow and thermoelectric applications

M Yao, Y Wang, X Li, Y Sheng, H Huo, L **, J Yang… - Scientific Data, 2021 - nature.com
Since the proposal of the “Materials Genome Initiative”, several material databases have
emerged and advanced many materials fields. In this work, we present the Materials …

Boosting Thermoelectric Performance of 2D Transition-Metal Dichalcogenides by Complex Cluster Substitution: The Role of Octahedral Au6 Clusters

N Wang, H Gong, Z Sun, C Shen, B Li… - ACS Applied Energy …, 2021 - ACS Publications
The concept of element substitution was introduced with the discovery of classic
semiconductors in the early 1930s. While it has been demonstrated as an effective strategy …