Electrochemistry under confinement

M Jaugstetter, N Blanc, M Kratz… - Chemical Society Reviews, 2022 - pubs.rsc.org
Although the term 'confinement'regularly appears in electrochemical literature, elevated by
continuous progression in the research of nanomaterials and nanostructures, up until today …

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 …

Machine learning in materials design: Algorithm and application

Z Song, X Chen, F Meng, G Cheng, C Wang… - Chinese …, 2020 - iopscience.iop.org
Traditional materials discovery is in'trial-and-error'mode, leading to the issues of low-
efficiency, high-cost, and unsustainability in materials design. Meanwhile, numerous …

[HTML][HTML] preCICE v2: A sustainable and user-friendly coupling library

G Chourdakis, K Davis, B Rodenberg… - Open Research …, 2022 - ncbi.nlm.nih.gov
preCICE v2: A sustainable and user-friendly coupling library - PMC Back to Top Skip to main
content NIH NLM Logo Access keys NCBI Homepage MyNCBI Homepage Main Content Main …

The NOMAD Artificial-Intelligence Toolkit: turning materials-science data into knowledge and understanding

L Sbailò, Á Fekete, LM Ghiringhelli… - npj Computational …, 2022 - nature.com
Abstract We present the Novel-Materials-Discovery (NOMAD) Artificial-Intelligence (AI)
Toolkit, a web-browser-based infrastructure for the interactive AI-based analysis of materials …

Workflow engineering in materials design within the battery 2030+ project

J Schaarschmidt, J Yuan, T Strunk… - Advanced Energy …, 2022 - Wiley Online Library
In recent years, modeling and simulation of materials have become indispensable to
complement experiments in materials design. High‐throughput simulations increasingly aid …

FitSNAP: Atomistic machine learning with LAMMPS

A Rohskopf, C Sievers, N Lubbers… - Journal of Open …, 2023 - joss.theoj.org
Chemical and physical properties of complex materials emerge from the collective motions
of the constituent atoms. These motions are in turn determined by a variety of interatomic …

Architector for high-throughput cross-periodic table 3D complex building

MG Taylor, DJ Burrill, J Janssen, ER Batista… - nature …, 2023 - nature.com
Rare-earth and actinide complexes are critical for a wealth of clean-energy applications.
Three-dimensional (3D) structural generation and prediction for these organometallic …

[HTML][HTML] Models of configurationally-complex alloys made simple

D Gehringer, M Friák, D Holec - Computer physics communications, 2023 - Elsevier
We present a Python package for the efficient generation of special quasi-random structures
(SQS) for atomic-scale calculations of disordered systems. Both, a Monte-Carlo approach or …

Ab initio vibrational free energies including anharmonicity for multicomponent alloys

B Grabowski, Y Ikeda, P Srinivasan… - npj computational …, 2019 - nature.com
The unique and unanticipated properties of multiple principal component alloys have
reinvigorated the field of alloy design and drawn strong interest across scientific disciplines …