Exploring phononic properties of two-dimensional materials using machine learning interatomic potentials
Phononic properties are commonly studied by calculating force constants using the density
functional theory (DFT) simulations. Although DFT simulations offer accurate estimations of …
functional theory (DFT) simulations. Although DFT simulations offer accurate estimations of …
Mechanical, electronic, and optical properties of 8-16-4 graphyne: A 2d carbon allotrope with dirac cones
Graphene's success has led to the theoretical prediction and experimental synthesis of
various 2D carbon-based allotropes. To explore the mechanical, structural, electronic, and …
various 2D carbon-based allotropes. To explore the mechanical, structural, electronic, and …
Efficient machine-learning based interatomic potentialsfor exploring thermal conductivity in two-dimensional materials
It is well-known that the calculation of thermal conductivity using classical molecular
dynamics (MD) simulations strongly depends on the choice of the appropriate interatomic …
dynamics (MD) simulations strongly depends on the choice of the appropriate interatomic …
Irida-graphene phonon thermal transport via non-equilibrium molecular dynamics simulations
Recently, a new 2D carbon allotrope called Irida-Graphene (Irida-G) was proposed, and its
reliable stability has been previously predicted. Irida-G is a flat sheet topologically arranged …
reliable stability has been previously predicted. Irida-G is a flat sheet topologically arranged …
Lattice thermal conductivity of 2D nanomaterials: a simple semi-empirical approach
Extracting reliable information on certain physical properties of materials, such as thermal
transport, can be computationally very demanding. Aiming to overcome such difficulties in …
transport, can be computationally very demanding. Aiming to overcome such difficulties in …
Machine learning accelerated design of 2D covalent organic frame materials for thermoelectrics
Both thermodynamic stability and high thermoelectric figure of merit are required for organic
thermoelectric materials for practical application. However, it is extremely time-consuming to …
thermoelectric materials for practical application. However, it is extremely time-consuming to …
Remarkable intrinsic ZT in the 2D PtX2 (X= O, S, Se, Te) monolayers at room temperature
J Zhang, Y **e, Y Hu, H Shao - Applied Surface Science, 2020 - Elsevier
Abstract Two-dimensional (2D) thermoelectric (TE) materials which have the figure of merit
ZT that is greater than 1.0 at room temperature would be highly desirable in energy …
ZT that is greater than 1.0 at room temperature would be highly desirable in energy …
Porphene and porphite as porphyrin analogs of graphene and graphite
TF Magnera, PI Dron, JP Bozzone, M Jovanovic… - Nature …, 2023 - nature.com
Two-dimensional materials have unusual properties and promise applications in
nanoelectronics, spintronics, photonics,(electro) catalysis, separations, and elsewhere. Most …
nanoelectronics, spintronics, photonics,(electro) catalysis, separations, and elsewhere. Most …
Effects of size and shape of hole defects on mechanical properties of biphenylene: a molecular dynamics study
The distinctive multi-ring structure and remarkable electrical characteristics of biphenylene
render it a material of considerable interest, notably for its prospective utilization as an …
render it a material of considerable interest, notably for its prospective utilization as an …
Structural and electronic properties of amorphous silicon and germanium monolayers and nanotubes: A DFT investigation
A recent breakthrough has been achieved by synthesizing monolayer amorphous carbon
(MAC). Here, we used ab initio (DFT) molecular dynamics simulations to study silicon and …
(MAC). Here, we used ab initio (DFT) molecular dynamics simulations to study silicon and …