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 …

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 …

[图书][B] Berry phases in electronic structure theory: electric polarization, orbital magnetization and topological insulators

D Vanderbilt - 2018 - books.google.com
Over the past twenty-five years, mathematical concepts associated with geometric phases
have come to occupy a central place in our modern understanding of the physics of …

Unique Thickness-Dependent Properties of the van der Waals Interlayer Antiferromagnet Films

MM Otrokov, IP Rusinov, M Blanco-Rey, M Hoffmann… - Physical review …, 2019 - APS
Using density functional theory and Monte Carlo calculations, we study the thickness
dependence of the magnetic and electronic properties of a van der Waals interlayer …

WannierTools: An open-source software package for novel topological materials

QS Wu, SN Zhang, HF Song, M Troyer… - Computer Physics …, 2018 - Elsevier
We present an open-source software package WannierTools, a tool for investigation of novel
topological materials. This code works in the tight-binding framework, which can be …

Two-dimensional materials from high-throughput computational exfoliation of experimentally known compounds

N Mounet, M Gibertini, P Schwaller, D Campi… - Nature …, 2018 - nature.com
Abstract Two-dimensional (2D) materials have emerged as promising candidates for next-
generation electronic and optoelectronic applications. Yet, only a few dozen 2D materials …

Topological materials discovery from crystal symmetry

BJ Wieder, B Bradlyn, J Cano, Z Wang… - Nature Reviews …, 2022 - nature.com
Topological materials discovery has evolved at a rapid pace over the past 15 years following
the identification of the first nonmagnetic topological insulators (TIs), topological crystalline …

: A Type-II Weyl Topological Metal

Z Wang, D Gresch, AA Soluyanov, W Xie, S Kushwaha… - Physical review …, 2016 - APS
Based on the ab initio calculations, we show that MoTe 2, in its low-temperature
orthorhombic structure characterized by an x-ray diffraction study at 100 K, realizes 4 type-II …

Single pair of type-III Weyl points half-metals: as an example

G Ding, J Wang, ZM Yu, Z Zhang, W Wang… - Physical Review Materials, 2023 - APS
The realization of Weyl systems with the minimum nonzero number of Weyl points (WPs)
and full spin polarization remains challenging in topology physics and spintronic. In this …

Topological semimetals from first principles

H Gao, JWF Venderbos, Y Kim… - Annual Review of …, 2019 - annualreviews.org
We review recent theoretical progress in the understanding and prediction of novel
topological semimetals. Topological semimetals define a class of gapless electronic phases …