Machine learning aided design and optimization of thermal metamaterials

C Zhu, EA Bamidele, X Shen, G Zhu, B Li - Chemical Reviews, 2024 - ACS Publications
Artificial Intelligence (AI) has advanced material research that were previously intractable,
for example, the machine learning (ML) has been able to predict some unprecedented …

Transforming heat transfer with thermal metamaterials and devices

Y Li, W Li, T Han, X Zheng, J Li, B Li, S Fan… - Nature Reviews …, 2021 - nature.com
The demand for sophisticated tools and approaches in heat management and control has
triggered the fast development of fields that include conductive thermal metamaterials …

Suppressed thermal transport in silicon nanoribbons by inhomogeneous strain

L Yang, S Yue, Y Tao, S Qiao, H Li, Z Dai, B Song… - Nature, 2024 - nature.com
Nanoscale structures can produce extreme strain that enables unprecedented material
properties, such as tailored electronic bandgap,,,–, elevated superconducting temperature …

Promising and Eco‐Friendly Cu2X‐Based Thermoelectric Materials: Progress and Applications

WD Liu, L Yang, ZG Chen, J Zou - Advanced Materials, 2020 - Wiley Online Library
Due to the nature of their liquid‐like behavior and high dimensionless figure of merit, Cu2X
(X= Te, Se, and S)‐based thermoelectric materials have attracted extensive attention. The …

Research progress on penta-graphene and its related materials: Properties and applications

MA Nazir, A Hassan, Y Shen, Q Wang - Nano Today, 2022 - Elsevier
The most direct and efficient strategy in designing and synthesizing new materials is to
change the structural building units, which could lead to a new paradigm shift. Penta …

Two‐dimensional fluorinated graphene: synthesis, structures, properties and applications

W Feng, P Long, Y Feng, Y Li - Advanced Science, 2016 - Wiley Online Library
Fluorinated graphene, an up‐rising member of the graphene family, combines a two‐
dimensional layer‐structure, a wide bandgap, and high stability and attracts significant …

Thermal conductivity of materials under pressure

Y Zhou, ZY Dong, WP Hsieh, AF Goncharov… - Nature Reviews …, 2022 - nature.com
The thermal conductivities of materials are extremely important for many practical
applications, such as in understanding the thermal balance and history of the Earth, energy …

Colloquium: Phononic thermal properties of two-dimensional materials

X Gu, Y Wei, X Yin, B Li, R Yang - Reviews of Modern Physics, 2018 - APS
Following the emergence of many novel two-dimensional (2D) materials beyond graphene,
interest has grown in exploring implications for fundamental physics and practical …

Cu2Se thermoelectrics: property, methodology, and device

WD Liu, L Yang, ZG Chen - Nano Today, 2020 - Elsevier
In the last decade, high-performance Cu 2 Se thermoelectric materials and devices are
attracting increasing research interest. In this review, we firstly summarize fundamentals of …

Thermal properties of graphene: Fundamentals and applications

E Pop, V Varshney, AK Roy - MRS bulletin, 2012 - cambridge.org
Graphene is a two-dimensional (2D) material with over 100-fold anisotropy of heat flow
between the in-plane and out-of-plane directions. High in-plane thermal conductivity is due …