Mesoscopic and multiscale modelling in materials

J Fish, GJ Wagner, S Keten - Nature materials, 2021 - nature.com
The concept of multiscale modelling has emerged over the last few decades to describe
procedures that seek to simulate continuum-scale behaviour using information gleaned from …

[HTML][HTML] Computation-accelerated design of materials and interfaces for all-solid-state lithium-ion batteries

AM Nolan, Y Zhu, X He, Q Bai, Y Mo - Joule, 2018 - cell.com
The all-solid-state lithium-ion battery is a promising next-generation battery technology.
However, the realization of all-solid-state batteries is impeded by limited understanding of …

QuantumATK: an integrated platform of electronic and atomic-scale modelling tools

S Smidstrup, T Markussen… - Journal of Physics …, 2019 - iopscience.iop.org
QuantumATK is an integrated set of atomic-scale modelling tools developed since 2003 by
professional software engineers in collaboration with academic researchers. While different …

First-principles-based multiscale modelling of heterogeneous catalysis

A Bruix, JT Margraf, M Andersen, K Reuter - Nature Catalysis, 2019 - nature.com
First-principles-based multiscale models are ever more successful in addressing the wide
range of length and time scales over which material–function relationships evolve in …

Potassium nickel iron hexacyanoferrate as ultra-long-life cathode material for potassium-ion batteries with high energy density

S Chong, J Yang, L Sun, S Guo, Y Liu, HK Liu - ACS nano, 2020 - ACS Publications
The abundant reserve and low price of potassium resources promote K-ion batteries (KIBs)
becoming a promising alternative to Li-ion batteries, while the large ionic radius of K-ions …

A practical guide to surface kinetic Monte Carlo simulations

M Andersen, C Panosetti, K Reuter - Frontiers in chemistry, 2019 - frontiersin.org
This review article is intended as a practical guide for newcomers to the field of kinetic Monte
Carlo (KMC) simulations, and specifically to lattice KMC simulations as prevalently used for …

Defect-interface interactions

IJ Beyerlein, MJ Demkowicz, A Misra… - Progress in Materials …, 2015 - Elsevier
Nanostructured materials contain an extremely high density of interfaces. The properties of
these materials when exposed to extreme conditions of radiation dose, stress, deformation …

Adaptive machine learning framework to accelerate ab initio molecular dynamics

V Botu, R Ramprasad - International journal of quantum …, 2015 - Wiley Online Library
Quantum mechanics‐based ab initio molecular dynamics (MD) simulation schemes offer an
accurate and direct means to monitor the time evolution of materials. Nevertheless, the …

Progress in accurate chemical kinetic modeling, simulations, and parameter estimation for heterogeneous catalysis

S Matera, WF Schneider, A Heyden, A Savara - Acs Catalysis, 2019 - ACS Publications
Chemical kinetic modeling in heterogeneous catalysis is advancing in its ability to provide
qualitatively or even quantitatively accurate prediction of real-world behavior because of …

Energy landscapes

DJ Wales - Atomic clusters and nanoparticles. Agregats atomiques …, 2002 - Springer
This overview of energy landscapes will focus on some rigorous properties of potential
energy surfaces (PES's), especially the symmetry properties of steepest-descent paths, and …