The atomic simulation environment—a Python library for working with atoms

AH Larsen, JJ Mortensen, J Blomqvist… - Journal of Physics …, 2017 - iopscience.iop.org
The atomic simulation environment (ASE) is a software package written in the Python
programming language with the aim of setting up, steering, and analyzing atomistic …

[HTML][HTML] Science and technology roadmap for graphene, related two-dimensional crystals, and hybrid systems

AC Ferrari, F Bonaccorso, V Fal'Ko, KS Novoselov… - Nanoscale, 2015 - pubs.rsc.org
We present the science and technology roadmap for graphene, related two-dimensional
crystals, and hybrid systems, targeting an evolution in technology, that might lead to impacts …

[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 …

From DFT to machine learning: recent approaches to materials science–a review

GR Schleder, ACM Padilha, CM Acosta… - Journal of Physics …, 2019 - iopscience.iop.org
Recent advances in experimental and computational methods are increasing the quantity
and complexity of generated data. This massive amount of raw data needs to be stored and …

ABINIT: First-principles approach to material and nanosystem properties

X Gonze, B Amadon, PM Anglade, JM Beuken… - Computer Physics …, 2009 - Elsevier
ABINIT [http://www. abinit. org] allows one to study, from first-principles, systems made of
electrons and nuclei (eg periodic solids, molecules, nanostructures, etc.), on the basis of …

Maximally localized Wannier functions: Theory and applications

N Marzari, AA Mostofi, JR Yates, I Souza… - Reviews of Modern …, 2012 - APS
The electronic ground state of a periodic system is usually described in terms of extended
Bloch orbitals, but an alternative representation in terms of localized “Wannier functions” …

Thermoelectrics: From history, a window to the future

D Beretta, N Neophytou, JM Hodges… - Materials Science and …, 2019 - Elsevier
Thermoelectricity offers a sustainable path to recover and convert waste heat into readily
available electric energy, and has been studied for more than two centuries. From the …

Orbital-free density functional theory: An attractive electronic structure method for large-scale first-principles simulations

W Mi, K Luo, SB Trickey, M Pavanello - Chemical Reviews, 2023 - ACS Publications
Kohn–Sham Density Functional Theory (KSDFT) is the most widely used electronic structure
method in chemistry, physics, and materials science, with thousands of calculations cited …

Electronic-structure methods for materials design

N Marzari, A Ferretti, C Wolverton - Nature materials, 2021 - nature.com
The accuracy and efficiency of electronic-structure methods to understand, predict and
design the properties of materials has driven a new paradigm in research. Simulations can …

Machine learning for interatomic potential models

T Mueller, A Hernandez, C Wang - The Journal of chemical physics, 2020 - pubs.aip.org
The use of supervised machine learning to develop fast and accurate interatomic potential
models is transforming molecular and materials research by greatly accelerating atomic …