Gaussian process regression for materials and molecules
We provide an introduction to Gaussian process regression (GPR) machine-learning
methods in computational materials science and chemistry. The focus of the present review …
methods in computational materials science and chemistry. The focus of the present review …
Recent progress of amorphous nanomaterials
J Kang, X Yang, Q Hu, Z Cai, LM Liu, L Guo - Chemical Reviews, 2023 - ACS Publications
Amorphous materials are metastable solids with only short-range order at the atomic scale,
which results from local intermolecular chemical bonding. The lack of long-range order …
which results from local intermolecular chemical bonding. The lack of long-range order …
Review on the correlation between microstructure and mechanical performance for laser powder bed fusion AlSi10Mg
As important structural materials widely used in aerospace and automotive industries,
aluminum alloys are perfect candidates for development of laser metal additive …
aluminum alloys are perfect candidates for development of laser metal additive …
A top-down strategy for amorphization of hydroxyl compounds for electrocatalytic oxygen evolution
S Liu, S Geng, L Li, Y Zhang, G Ren, B Huang… - Nature …, 2022 - nature.com
Amorphous materials have attracted increasing attention in diverse fields due to their unique
properties, yet their controllable fabrications still remain great challenges. Here, we …
properties, yet their controllable fabrications still remain great challenges. Here, we …
Microscopic mechanisms of pressure-induced amorphous-amorphous transitions and crystallisation in silicon
Some low-coordination materials, including water, silica, and silicon, exhibit polyamorphism,
having multiple amorphous forms. However, the microscopic mechanism and kinetic …
having multiple amorphous forms. However, the microscopic mechanism and kinetic …
Van der Waals semiconductor InSe plastifies by martensitic transformation
Inorganic semiconductor materials are crucial for modern technologies, but their brittleness
and limited processability hinder the development of flexible, wearable, and miniaturized …
and limited processability hinder the development of flexible, wearable, and miniaturized …
A strong, lightweight, and dam** cermet material with a nacre-like ultrafine 3D interpenetrated architecture
Y Liu, X ** are highly attractive
for a range of applications, it remains a challenge to achieve a combination of all these …
for a range of applications, it remains a challenge to achieve a combination of all these …
In situ microscopy techniques for characterizing the mechanical properties and deformation behavior of two-dimensional (2D) materials
Due to the atomic thickness and planar characteristics, two-dimensional (2D) materials such
as graphene and transition metal dichalcogenides (TMDs) are considered to be excellent …
as graphene and transition metal dichalcogenides (TMDs) are considered to be excellent …
How Amorphous Nanomaterials Enhanced Electrocatalytic, SERS, and Mechanical Properties
J Kang, F Li, Z Xu, X Chen, M Sun, Y Li, X Yang, L Guo - JACS Au, 2023 - ACS Publications
There is ever-growing research interest in nanomaterials because of the unique properties
that emerge on the nanometer scale. While crystalline nanomaterials have received a surge …
that emerge on the nanometer scale. While crystalline nanomaterials have received a surge …
Dually cross-linked single network poly (ionic liquid)/ionic liquid ionogels for a flexible strain-humidity bimodal sensor
F **e, X Gao, Y Yu, F Lu, L Zheng - Soft Matter, 2021 - pubs.rsc.org
Gel electrolytes have aroused extensive interest for diverse flexible electronics due to their
high ionic conductivity and inherent stretchability. However, gel electrolytes still face …
high ionic conductivity and inherent stretchability. However, gel electrolytes still face …