Designing crystallization in phase-change materials for universal memory and neuro-inspired computing

W Zhang, R Mazzarello, M Wuttig, E Ma - Nature Reviews Materials, 2019 - nature.com
The global demand for data storage and processing has increased exponentially in recent
decades. To respond to this demand, research efforts have been devoted to the …

Machine learning interatomic potentials as emerging tools for materials science

VL Deringer, MA Caro, G Csányi - Advanced Materials, 2019 - Wiley Online Library
Atomic‐scale modeling and understanding of materials have made remarkable progress,
but they are still fundamentally limited by the large computational cost of explicit electronic …

Device-scale atomistic modelling of phase-change memory materials

Y Zhou, W Zhang, E Ma, VL Deringer - Nature Electronics, 2023 - nature.com
Computer simulations can play a central role in the understanding of phase-change
materials and the development of advanced memory technologies. However, direct quantum …

Reducing the stochasticity of crystal nucleation to enable subnanosecond memory writing

F Rao, K Ding, Y Zhou, Y Zheng, M Xia, S Lv, Z Song… - Science, 2017 - science.org
Operation speed is a key challenge in phase-change random-access memory (PCRAM)
technology, especially for achieving subnanosecond high-speed cache memory …

[HTML][HTML] CP2K: An electronic structure and molecular dynamics software package-Quickstep: Efficient and accurate electronic structure calculations

TD Kühne, M Iannuzzi, M Del Ben, VV Rybkin… - The Journal of …, 2020 - pubs.aip.org
CP2K is an open source electronic structure and molecular dynamics software package to
perform atomistic simulations of solid-state, liquid, molecular, and biological systems. It is …

[HTML][HTML] Unveiling the structural origin to control resistance drift in phase-change memory materials

W Zhang, E Ma - Materials Today, 2020 - Elsevier
The global demand for data storage and processing is increasing exponentially. To deal
with this challenge, massive efforts have been devoted to the development of advanced …

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 …

Phase-change materials for non-volatile memory devices: from technological challenges to materials science issues

P Noé, C Vallée, F Hippert, F Fillot… - … Science and Technology, 2017 - iopscience.iop.org
Chalcogenide phase-change materials (PCMs), such as Ge-Sb-Te alloys, have shown
outstanding properties, which has led to their successful use for a long time in optical …

Theoretical and experimental advances in high-pressure behaviors of nanoparticles

L Meng, TV Vu, LJ Criscenti, TA Ho, Y Qin… - Chemical …, 2023 - ACS Publications
Using compressive mechanical forces, such as pressure, to induce crystallographic phase
transitions and mesostructural changes while modulating material properties in …

The role of local structure in dynamical arrest

CP Royall, SR Williams - Physics Reports, 2015 - Elsevier
Amorphous solids, or glasses, are distinguished from crystalline solids by their lack of long-
range structural order. At the level of two-body structural correlations, glassformers show no …