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 …

Recent advances, properties, fabrication and opportunities in two-dimensional materials for their potential sustainable applications

A Hayat, M Sohail, A El Jery, KM Al-Zaydi, S Raza… - Energy Storage …, 2023 - Elsevier
Abstract Elemental two-dimensional (2D) materials, characterized by unique chemical,
physical, and electrical characteristics, now offer intriguing energy and catalysis application …

The Rashba scale: Emergence of band anti-crossing as a design principle for materials with large Rashba coefficient

CM Acosta, E Ogoshi, A Fazzio, GM Dalpian, A Zunger - Matter, 2020 - cell.com
The spin-orbit-induced spin splitting of energy bands in low-symmetry compounds (the
Rashba effect) has a long-standing relevance to spintronic applications and the fundamental …

Enhancement of the thermoelectric power factor in monolayer PbBiI: staggered exchange field effect

LTT Phuong, TC Phong, BD Hoi… - Journal of Materials …, 2022 - pubs.rsc.org
The unique features of the monolayer PbBiI originate from the gapped and gapless states
protected by the time-reversal symmetry. These states appear with the angular momenta …

Superconductivity in two-dimensional systems with unconventional Rashba bands

R Wang, J Li, X Huang, L Wang, R Song, N Hao - Physical Review B, 2024 - APS
In two-dimensional systems with Rashba spin-orbit coupling, it is well known that
superconductivity can exhibit mixed spin-singlet and spin-triplet parity, with the d vector of …

Structural and electronic properties of realistic two-dimensional amorphous topological insulators

B Focassio, GR Schleder, M Costa, A Fazzio… - 2D …, 2021 - iopscience.iop.org
We investigate the structure and electronic spectra properties of two-dimensional
amorphous bismuthene structures and show that these systems are topological insulators …

Chemical functionalization of SnAs monolayer: a first-principles study of SnAsX (X= Cl, Br, and I) monolayers

VTT Vi, CQ Nguyen, BD Hoi, HV Phuc… - Journal of Physics D …, 2022 - iopscience.iop.org
Chemical functionalization is one of the effective methods to tune the electronic properties of
two-dimensional (2D) nanostructures. In this paper, we study the structural, electronic …

High-throughput inverse design and Bayesian optimization of functionalities: spin splitting in two-dimensional compounds

GM Nascimento, E Ogoshi, A Fazzio, CM Acosta… - Scientific Data, 2022 - nature.com
The development of spintronic devices demands the existence of materials with some kind
of spin splitting (SS). In this Data Descriptor, we build a database of ab initio calculated SS in …

Theoretical insight of origin of Rashba–Dresselhaus effect in tetragonal and rhombohedral phases of BiFeO 3

T Ahmad, K **dal, M Tomar, PK Jha - Physical Chemistry Chemical …, 2023 - pubs.rsc.org
The inclusion of the spin–orbit coupling effect in ferroelectric materials with non-
centrosymmetry leads to intriguing properties for spintronic applications. In the present work …

Design of spin-orbital texture in ferromagnetic/topological insulator interfaces

AL Araújo, FC de Lima, CH Lewenkopf, A Fazzio - Physical Review B, 2024 - APS
Spin-orbital texture in topological insulators due to the spin locking with the electron
momentum play an important role in spintronic phenomena that arise from the interplay …