High‐throughput discovery of novel cubic crystal materials using deep generative neural networks

Y Zhao, M Al‐Fahdi, M Hu, EMD Siriwardane… - Advanced …, 2021 - Wiley Online Library
High‐throughput screening has become one of the major strategies for the discovery of
novel functional materials. However, its effectiveness is severely limited by the lack of …

Prediction methods for phonon transport properties of inorganic crystals: from traditional approaches to artificial intelligence

Y Wei, Z Liu, G Qin - Nanoscale Horizons, 2025 - pubs.rsc.org
In inorganic crystals, phonons are the elementary excitations describing the collective
atomic motions. The study of phonons plays an important role in terms of understanding …

Phase structure, mechanical properties and thermal properties of high-entropy diboride (Hf0. 25Zr0. 25Ta0. 25Sc0. 25) B2

Z Zhang, S Zhu, Y Liu, L Liu, Z Ma - Journal of the European Ceramic …, 2022 - Elsevier
A new high-entropy diboride (Hf 0.25 Zr 0.25 Ta 0.25 Sc 0.25) B 2 was designed to
investigate the effect of introducing rare-earth metal diboride ScB 2 into high-entropy …

Phase stability, mechanical and thermodynamic properties of (Hf, Zr, Ta, M) B2 (M= Nb, Ti, Cr, W) quaternary high-entropy diboride ceramics via first-principles …

W Qi, B Chen, X Yang, N Liu, Z Jia, W Wang - Ceramics International, 2023 - Elsevier
As the high-entropy design concept applied to the diboride ceramic system, high-entropy
diboride ceramics with a wide range of composition control, is expected to become a new …

Lattice thermal conductivity of β 12 and χ 3 borophene

J He, Y Ouyang, C Yu, P Jiang, W Ren… - Chinese Physics …, 2020 - iopscience.iop.org
Borophene allotropes have many unique physical properties due to their polymorphism and
similarity between boron and carbon. In this work, based on the density functional theory …

Electron beam sintering (EBS) process for Ultra-High Temperature Ceramics (UHTCs) and the comparison with traditional UHTC sintering and metal Electron Beam …

VKV Pasagada, N Yang, C Xu - Ceramics International, 2022 - Elsevier
Ultra-high temperature ceramics (UHTCs) are refractory materials with unusual properties
making them strong contenders for applications involving adverse and chemically …

Thermal effect of epilayer on phonon transport of semiconducting heterostructure interfaces

X Huang, Z Guo - International Journal of Heat and Mass Transfer, 2021 - Elsevier
Heat dissipation through nanoscale heterostructures is of technological importance and
fundamental research interest. Diamond is a desirable heat spreader, for integrating with …

Predicting lattice vibrational frequencies using deep graph neural networks

N Nguyen, SYV Louis, L Wei, K Choudhary, M Hu… - ACS …, 2022 - ACS Publications
Lattice vibrational frequencies are related to many important materials properties such as
thermal and electrical conductivity as well as superconductivity. However, computational …

Anomalous Electron–Phonon Coupling in Cubic Be–X (X= Co, Ni, Rh, Hf) Crystals and Insight from Fermi Surface Nesting and Phonon Bandgap

Z Yang, W Ning, W Gu, L Lu, K Yuan - ACS Applied Energy …, 2024 - ACS Publications
The electronic contribution significantly dominates thermal transport for most pure metallic
systems, while the phononic (lattice) contribution remains relatively small. We report four …

Design and mechanical/thermal properties of in-situ synthesized mullite in SLA 3D printing Al2O3-SiO2 ceramic

H Ma, Q Zhang, T Meng, J Yin, X Fang, S Yin… - Ceramics …, 2024 - Elsevier
Porous mullite ceramics with complex geometry were developed by stereolithography (SLA)
combined with an in-situ reaction sintering method. The effects of the sintering temperature …