Thermal conductivity of covalent-organic frameworks

J Kwon, H Ma, A Giri, PE Hopkins, NB Shustova… - ACS …, 2023 - ACS Publications
Covalent-organic frameworks (COFs) are a highly promising class of materials that can
provide an excellent platform for thermal management applications. In this Perspective, we …

Advances in liquid crystal epoxy: molecular structures, thermal conductivity, and promising applications in thermal management

W Zhou, Y Wang, F Kong, W Peng… - Energy & …, 2024 - Wiley Online Library
Traditional heat conductive epoxy composites often fall short in meeting the escalating heat
dissipation demands of large‐power, high‐frequency, and high‐voltage insulating …

Graph rationalization with environment-based augmentations

G Liu, T Zhao, J Xu, T Luo, M Jiang - Proceedings of the 28th ACM …, 2022 - dl.acm.org
Rationale is defined as a subset of input features that best explains or supports the
prediction by machine learning models. Rationale identification has improved the …

Exploring high thermal conductivity amorphous polymers using reinforcement learning

R Ma, H Zhang, T Luo - ACS Applied Materials & Interfaces, 2022 - ACS Publications
Developing amorphous polymers with desirable thermal conductivity has significant
implications, as they are ubiquitous in applications where thermal transport is critical …

Multiple shearing-induced high alignment in polyethylene/graphene films for enhancing thermal conductivity and solar-thermal conversion performance

J Yu, H Cheng, Y Wang, C He, B Zhou, C Liu… - Chemical Engineering …, 2024 - Elsevier
The simultaneous achievement of ordered alignment for fillers and polymer matrix is highly
desired in polymer-based thermally conductive composites, but it is still extremely …

Alignment engineering in thermal materials

B Xie, W Zhao, X Luo, R Hu - Materials Science and Engineering: R …, 2023 - Elsevier
Thermal management has become increasingly critical in a broad range of applications,
including cooling electronic devices, regulating body temperature, harvesting solar energy …

Machine learning-assisted exploration of thermally conductive polymers based on high-throughput molecular dynamics simulations

R Ma, H Zhang, J Xu, L Sun, Y Hayashi, R Yoshida… - Materials Today …, 2022 - Elsevier
Finding amorphous polymers with higher thermal conductivity is important, as they are
ubiquitous in a wide range of applications where heat transfer is important. With recent …

Origin of high thermal conductivity in disentangled ultra-high molecular weight polyethylene films: ballistic phonons within enlarged crystals

T Kim, SX Drakopoulos, S Ronca, AJ Minnich - Nature Communications, 2022 - nature.com
The thermal transport properties of oriented polymers are of fundamental and practical
interest. High thermal conductivities (≳ 50 Wm− 1K− 1) have recently been reported in …

Engineering polymers with metal-like thermal conductivity—present status and future perspectives

Y Guo, Y Zhou, Y Xu - Polymer, 2021 - Elsevier
Common polymers are thermal insulators. Turning polymer insulators into heat conductors is
of fundamental interest and technological importance. Thermally conductive polymers may …

Improving thermal conductivities of textile materials by nanohybrid approaches

OI Kalaoglu-Altan, BK Kayaoglu, L Trabzon - Iscience, 2022 - cell.com
The thermal transfer between individual body and the surroundings occurs by several paths
such as radiation, evaporation, conduction, and convection. Thermal management is related …