Atomistic modeling of the mechanical properties: the rise of machine learning interatomic potentials

B Mortazavi, X Zhuang, T Rabczuk, AV Shapeev - Materials horizons, 2023 - pubs.rsc.org
Since the birth of the concept of machine learning interatomic potentials (MLIPs) in 2007, a
growing interest has been developed in the replacement of empirical interatomic potentials …

Mechanical, electronic, and optical properties of 8-16-4 graphyne: A 2d carbon allotrope with dirac cones

RM Tromer, ML Pereira Júnior, KA L. Lima… - The Journal of …, 2023 - ACS Publications
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 …

Intrinsic thermoelectric properties in biphenylene nanoribbons and effect of lattice defects

ZX **e, XK Chen, X Yu, YX Deng, Y Zhang… - Computational Materials …, 2023 - Elsevier
Intrinsic thermoelectric properties in biphenylene nanoribbons (BNRs) and effect of lattice
defects are investigated by employing the nonequilibrium Green's function. A comparative …

PHOTH-graphene: A new 2D carbon allotrope with low barriers for Li-ion mobility

EAJ Santos, KAL Lima, FLL Mendonça, DA Silva… - Scientific Reports, 2024 - nature.com
The continued interest in 2D carbon allotropes stems from their unique structural and
electronic characteristics, which are crucial for diverse applications. This work theoretically …

A dft study on the mechanical, electronic, thermodynamic, and optical properties of gan and aln counterparts of biphenylene network

KAL Lima, LAR Junior - Materials Today Communications, 2023 - Elsevier
The biphenylene network (BPN) is notable in recent fabrication efforts to design new 2D
materials. The stability of its boron nitride counterpart, BN-BPN, has been confirmed through …

Thermal stability and fracture patterns of a recently synthesized monolayer fullerene network: A reactive molecular dynamics study

LAR Junior, MLP Junior, WF Giozza, RM Tromer… - Chemical Physics …, 2022 - Elsevier
New monolayer 2D carbon structures, namely qHPC 60 and qTPC 60, were recently
synthesized by covalently bonding C 60 polymers. Here, we carried out Reactive (ReaxFF) …

TH-graphyne: a new porous bidimensional carbon allotrope

KAL Lima, RAF Alves, DA da Silva… - Physical Chemistry …, 2025 - pubs.rsc.org
Graphyne and two-dimensional porous carbon-based materials have garnered significant
attention due to their interesting structural characteristics and essential properties for new …

Phonon properties of biphenylene monolayer by first-principles calculations

K Wang, K Ren, D Zhang, Y Cheng, G Zhang - Applied Physics Letters, 2022 - pubs.aip.org
Recently, the synthesis of biphenylene inspires the substantial attention on the two-
dimensional allotrope of carbon. Although elastic, thermal, and electronic properties of …

New stable inorganic BX (X= P, As, Sb) biphenylene and graphenylene monolayers: A first-principles investigation

YZ Abdullahi, F Ersan - Computational Materials Science, 2024 - Elsevier
Abstract Porous two-dimensional (2D) materials with semiconducting property are promising
candidates for a variety of multifunctional energy harvesting applications. Motivated by the …

A theoretical insight into the mechanical properties and phonon thermal conductivity of biphenylene network structure

AH Mashhadzadeh, MZ Dehaghani, F Molaie… - Computational Materials …, 2022 - Elsevier
The numerous applications of carbon-based nanomaterials clearly demonstrate the
importance of polymorphism in carbon. Two-dimensional biphenylene is a recently …