国家/地区 Australia（20）
关键词 MACHINE LEARNING（5） GRAPHENE（4） GRAPHENE OXIDE（2）
出版物 NANOSCALE（3） CARBON（2） JOURNAL OF PHYSICAL.（2）
NANOTECHNOLOGY（2）
出版时间 2012（3） 2013（3） 2016（3） 2010（2） 2015（2） 2022（2）
机构 CSIRO MAT SC.（5） RMIT UNIV（5） CSIRO（4）
作者 BARNARD AS（20）

Understanding and Predicting the Cause of Defects in Graphene Oxide Nanostructures Using Machine Learning

JOURNAL OF PHYSICAL CHEMISTRY C

MOTEVALLI B, SUN BC, BARNARD AS

The representative structure of graphene oxide nanoflakes from machine learning

NANO FUTURES

MOTEVALLI B, PARKER AJ, SUN BC, BARNARD AS

Harnessing the Influence of Reactive Edges and Defects of Graphene Substrates for Achieving Complete Cycle of Room-Temperature Molecular Sensing

SMALL

RANDENIYA LK, SHI HQ, BARNARD AS, FANG JH, MARTIN PJ, OSTRIKOV K

Relative Stability of Graphene Nanoflakes Under Environmentally Relevant Conditions

JOURNAL OF PHYSICAL CHEMISTRY C

SHI HQ, LAI L, SNOOK IK, BARNARD AS

Site-dependent stability and electronic structure of single vacancy point defects in hexagonal graphene nano-flakes

PHYSICAL CHEMISTRY CHEMICAL PHYSICS

SHI HQ, BARNARD AS, SNOOK IK

Quantum mechanical properties of graphene nano-flakes and quantum dots

NANOSCALE

SHI HQ, BARNARD AS, SNOOK IK

Modelling the role of size, edge structure and terminations on the electronic properties of trigonal graphene nanoflakes

NANOTECHNOLOGY

SHI HQ, BARNARD AS, SNOOK IK

Ripple induced changes in the wavefunction of graphene: an example of a fundamental symmetry breaking

NANOSCALE

BARNARD AS, SNOOK IK

Modelling the role of size, edge structure and terminations on the electronic properties of graphene nano-flakes

MODELLING SIMULATION IN MATERIALS SCIENCE ENGINEERING

BARNARD AS, SNOOK IK

Transformation of graphene into graphane in the absence of hydrogen

CARBON

BARNARD AS, SNOOK IK