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 …

Exploring two-dimensional materials thermodynamic stability via machine learning

GR Schleder, CM Acosta, A Fazzio - ACS applied materials & …, 2019 - ACS Publications
The increasing interest and research on two-dimensional (2D) materials has not yet
translated into a reality of diverse materials applications. To go beyond graphene and …

Effects of manganese concentration and temperature on the ferromagnetism of manganese‐doped gallium arsenide semiconductor

B Abera, B Mekuye - Nano Select, 2024 - Wiley Online Library
The main objective of the review was to investigate the ferromagnetism of diluted magnetic
semiconductors made of Mn‐doped GaAs. Manganese‐doped gallium arsenide has …

Empowering spintronics performance of 3d transition metal adsorbed B4C3 monolayer: A DFT outlook

A Majid, SS Alarfaji - Journal of Physics and Chemistry of Solids, 2024 - Elsevier
We investigated the structural, electronic, adsorption, and magnetic properties of 3d
transition metals (TMs), including Ti, V, Cr, Mn, Fe, Co, Ni, and Cu, adsorbed on B 4 C 3 …

The effect of edges hydrogenation and adsorption of Co and Mn atoms on spin transport properties of borophene Nanoribbons

A Vatankhahan, T Movlarooy - Materials Science and Engineering: B, 2021 - Elsevier
The stability and magnetic features of bare (ZBNRs) and hydrogenated zigzag borophene
nanoribbons (H-ZBNRs) are studied. The calculations are performed using density …

Hyperbolic plasmon modes in tilted Dirac cone phases of borophene

Z Torbatian, D Novko, R Asgari - Physical Review B, 2021 - APS
Hyperbolic materials are receiving significant attention due to their ability to support
electromagnetic fields with arbitrarily high momenta and, hence, to achieve very strong light …

Ab initio study of transition metal adsorption on a borophene nanosheet

A Vatankhahan, T Movlarooy - IEEE Magnetics Letters, 2020 - ieeexplore.ieee.org
In this letter, the effect of transition metal (TM) adsorption on the magnetic and electronic
properties of borophene nanosheets is investigated. The borophene surface is modified by …

Recent progress of spintronics based on emerging 2D materials: CrI3 and Xenes

S Wei, X Tang, X Liao, Y Ge, H **… - Materials Research …, 2019 - iopscience.iop.org
Spintronics addresses the spin degree of freedom of electrons as an analog of the traditional
information technology approach toward the charge degree of freedom. Two-dimensional …

Room-temperature ferromagnetism in transition metal embedded borophene nanosheets

X Li, X Li, J Yang - The Journal of Physical Chemistry Letters, 2019 - ACS Publications
Exploring two-dimensional (2D) materials with room-temperature ferromagnetism and large
perpendicular magnetic anisotropy is highly desirable but challenging. Here, through first …

Theoretical and experimental investigation of 2D hematite

ACM Padilha, M Soares, ER Leite… - The Journal of Physical …, 2019 - ACS Publications
Novel two-dimensional non-van der Waals materials have been reported, boosting efforts to
probe their properties and identify key applications. In this work, we report the synthesis, by …