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 …

[HTML][HTML] Nanostructure designing and hybridizing of high-capacity silicon-based anode for lithium-ion batteries

L Li, Y Deng, K Hu, B Xu, N Wang, Z Bai, X Xu… - Progress in Natural …, 2023 - Elsevier
Lithium-ion batteries have long been used in electronic products and electric vehicles, but
their energy density is slowly failing to keep up with demand. Because of its extraordinarily …

Machine learning a general-purpose interatomic potential for silicon

AP Bartók, J Kermode, N Bernstein, G Csányi - Physical Review X, 2018 - APS
The success of first-principles electronic-structure calculation for predictive modeling in
chemistry, solid-state physics, and materials science is constrained by the limitations on …

Performant implementation of the atomic cluster expansion (PACE) and application to copper and silicon

Y Lysogorskiy, C Oord, A Bochkarev, S Menon… - npj computational …, 2021 - nature.com
The atomic cluster expansion is a general polynomial expansion of the atomic energy in
multi-atom basis functions. Here we implement the atomic cluster expansion in the …

py4DSTEM: A software package for four-dimensional scanning transmission electron microscopy data analysis

BH Savitzky, SE Zeltmann, LA Hughes… - Microscopy and …, 2021 - cambridge.org
Scanning transmission electron microscopy (STEM) allows for imaging, diffraction, and
spectroscopy of materials on length scales ranging from microns to atoms. By using a high …

Realistic atomistic structure of amorphous silicon from machine-learning-driven molecular dynamics

VL Deringer, N Bernstein, AP Bartók… - The journal of …, 2018 - ACS Publications
Amorphous silicon (a-Si) is a widely studied noncrystalline material, and yet the subtle
details of its atomistic structure are still unclear. Here, we show that accurate structural …

Quantum-corrected thickness-dependent thermal conductivity in amorphous silicon predicted by machine learning molecular dynamics simulations

Y Wang, Z Fan, P Qian, MA Caro, T Ala-Nissila - Physical Review B, 2023 - APS
Amorphous silicon (a-Si) is an important thermal-management material and also serves as
an ideal playground for studying heat transport in strongly disordered materials. Theoretical …

Atomic-scale disproportionation in amorphous silicon monoxide

A Hirata, S Kohara, T Asada, M Arao, C Yogi… - Nature …, 2016 - nature.com
Solid silicon monoxide is an amorphous material which has been commercialized for many
functional applications. However, the amorphous structure of silicon monoxide is a long …

Ion-beam-induced amorphization and recrystallization in silicon

L Pelaz, LA Marqués, J Barbolla - Journal of applied physics, 2004 - pubs.aip.org
Ion-beam-induced amorphization in Si has attracted significant interest since the beginning
of the use of ion implantation for the fabrication of Si devices. A number of theoretical …

Unraveling the nature and role of layered cation ordering in cation-disordered rock-salt cathodes

Y Wang, S Huang, B Raji-Adefila, A Outka… - Journal of the …, 2022 - ACS Publications
Cation-disordered rock salts (DRXs), a new class of cathode materials for Li-ion batteries,
have attracted a great amount of attention in recent years due to their fascinatingly simple …