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 …

Quantum‐mechanical condensed matter simulations with CRYSTAL

R Dovesi, A Erba, R Orlando… - Wiley …, 2018 - Wiley Online Library
The latest release of the Crystal program for solid‐state quantum‐mechanical ab initio
simulations is presented. The program adopts atom‐centered Gaussian‐type functions as a …

Efficient calculation of carrier scattering rates from first principles

AM Ganose, J Park, A Faghaninia… - Nature …, 2021 - nature.com
The electronic transport behaviour of materials determines their suitability for technological
applications. We develop a computationally efficient method for calculating carrier scattering …

BoltzTraP2, a program for interpolating band structures and calculating semi-classical transport coefficients

GKH Madsen, J Carrete, MJ Verstraete - Computer Physics …, 2018 - Elsevier
BoltzTraP2 is a software package for calculating a smoothed Fourier expression of periodic
functions and the Onsager transport coefficients for extended systems using the linearized …

Electron-phonon interactions from first principles

F Giustino - Reviews of Modern Physics, 2017 - APS
This article reviews the theory of electron-phonon interactions in solids from the point of view
of ab initio calculations. While the electron-phonon interaction has been studied for almost a …

Perturbo: A software package for ab initio electron–phonon interactions, charge transport and ultrafast dynamics

JJ Zhou, J Park, IT Lu, I Maliyov, X Tong… - Computer Physics …, 2021 - Elsevier
Perturbo is a software package for first-principles calculations of charge transport and
ultrafast carrier dynamics in materials. The current version focuses on electron–phonon …

Valley-Related Multipiezo Effect and Noncollinear Spin Current in an Altermagnet Fe2Se2O Monolayer

Y Wu, L Deng, X Yin, J Tong, F Tian, X Zhang - Nano Letters, 2024 - ACS Publications
An altermagnet exhibits many novel physical phenomena because of its intrinsic
antiferromagnetic coupling and natural band spin splitting, which are expected to give rise to …

2D boron sheets: structure, growth, and electronic and thermal transport properties

D Li, J Gao, P Cheng, J He, Y Yin, Y Hu… - Advanced Functional …, 2020 - Wiley Online Library
The structures of boron clusters, such as flat clusters and fullerenes, resemble those of
carbon. Various two‐dimensional (2D) borophenes have been proposed since the …

Computationally guided discovery of thermoelectric materials

P Gorai, V Stevanović, ES Toberer - Nature Reviews Materials, 2017 - nature.com
The potential for advances in thermoelectric materials, and thus solid-state refrigeration and
power generation, is immense. Progress so far has been limited by both the breadth and …

First-principles calculations of charge carrier mobility and conductivity in bulk semiconductors and two-dimensional materials

S Poncé, W Li, S Reichardt… - Reports on Progress in …, 2020 - iopscience.iop.org
One of the fundamental properties of semiconductors is their ability to support highly tunable
electric currents in the presence of electric fields or carrier concentration gradients. These …