Data mining graphene: correlative analysis of structure and electronic degrees of freedom in graphenic monolayers with defects

Ziatdinov, Maxim; Fujii, Shintaro; Kiguchi, Manabu; Enoki, Toshiaki; Jesse, Stephen; Kalinin, Sergei V.

doi:10.1088/0957-4484/27/49/495703

Title: Data mining graphene: correlative analysis of structure and electronic degrees of freedom in graphenic monolayers with defects

Authors:: Ziatdinov, Maxim; Fujii, Shintaro; Kiguchi, Manabu; Enoki, Toshiaki; Jesse, Stephen; Kalinin, Sergei V.

Publication Date:: Wed Nov 09 00:00:00 EST 2016

Sponsoring Org.:: USDOE Office of Science (SC), Basic Energy Sciences (BES)

OSTI Identifier:: 1331398

Resource Type:: Publisher's Accepted Manuscript

Journal Name:: Nanotechnology

Additional Journal Information:: Journal Name: Nanotechnology Journal Volume: 27 Journal Issue: 49; Journal ID: ISSN 0957-4484

Publisher:: IOP Publishing

Country of Publication:: United Kingdom

Language:: English

Citation Formats


                    Ziatdinov, Maxim, Fujii, Shintaro, Kiguchi, Manabu, Enoki, Toshiaki, Jesse, Stephen, and Kalinin, Sergei V. Data mining graphene: correlative analysis of structure and electronic degrees of freedom in graphenic monolayers with defects.  United Kingdom: N. p., 2016. 
Web.  doi:10.1088/0957-4484/27/49/495703.

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                    Ziatdinov, Maxim, Fujii, Shintaro, Kiguchi, Manabu, Enoki, Toshiaki, Jesse, Stephen, & Kalinin, Sergei V. Data mining graphene: correlative analysis of structure and electronic degrees of freedom in graphenic monolayers with defects.  United Kingdom.  https://doi.org/10.1088/0957-4484/27/49/495703

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                    Ziatdinov, Maxim, Fujii, Shintaro, Kiguchi, Manabu, Enoki, Toshiaki, Jesse, Stephen, and Kalinin, Sergei V. Wed .  
"Data mining graphene: correlative analysis of structure and electronic degrees of freedom in graphenic monolayers with defects".  United Kingdom.  https://doi.org/10.1088/0957-4484/27/49/495703.

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@article{osti_1331398,

  title        = {Data mining graphene: correlative analysis of structure and electronic degrees of freedom in graphenic monolayers with defects},

  author       = {Ziatdinov, Maxim and Fujii, Shintaro and Kiguchi, Manabu and Enoki, Toshiaki and Jesse, Stephen and Kalinin, Sergei V.},

  abstractNote = {},

  doi          = {10.1088/0957-4484/27/49/495703},

  journal      = {Nanotechnology},

  number       = 49,

  volume       = 27,

  place        = {United Kingdom},

  year         = {Wed Nov 09 00:00:00 EST 2016},

  month        = {Wed Nov 09 00:00:00 EST 2016}

}

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Title: Data mining graphene: correlative analysis of structure and electronic degrees of freedom in graphenic monolayers with defects

Citation Formats

Oxygen-Driven Unzipping of Graphitic Materials journal, May 2006

Cutting of Oxidized Graphene into Nanosized Pieces journal, July 2010

Modification of graphene as active hydrogen storage medium by strain engineering journal, December 2012

STEM-EELS imaging of complex oxides and interfaces journal, January 2012

Honeycomb superperiodic pattern and its fine structure near the armchair edge of graphene observed by low-temperature scanning tunneling microscopy journal, June 2010

Tight-binding approach to uniaxial strain in graphene journal, July 2009

Strained graphene: tight-binding and density functional calculations journal, November 2009

Nanographene and Graphene Edges: Electronic Structure and Nanofabrication journal, November 2012

Geometry, Mechanics, and Electronics of Singular Structures and Wrinkles in Graphene journal, October 2010

An introduction to kernel-based learning algorithms journal, March 2001

The Band Theory of Graphite journal, May 1947

Extraction of correlated gene clusters from multiple genomic data by generalized kernel canonical correlation analysis journal, July 2003

Quantitative Structure–Property Relationship Modeling of Diverse Materials Properties journal, January 2012

Imaging chiral symmetry breaking from Kekulé bond order in graphene journal, May 2016

Big–deep–smart data in imaging for guiding materials design journal, September 2015

Scaling of transition temperature and CuO2 plane buckling in a high-temperature superconductor journal, January 1999

Topology Influence on the Process of Graphene Functionalization by Epoxy and Hydroxyl Groups journal, February 2016

Dependence of Superconducting Transition Temperature on Doping and Structural Distortion of the Cu O 2 Planes in La 2 − x M x CuO 4 (M = Nd, Ca, Sr) journal, February 1996

Rearrangement of π-Electron Network and Switching of Edge-Localized π State in Reduced Graphene Oxide journal, November 2013

Charge-density oscillation on graphite induced by the interference of electron waves journal, April 2005

Scanning Tunneling Spectroscopy journal, July 2009

Big data in reciprocal space: Sliding fast Fourier transforms for determining periodicity journal, March 2015

Functional and Spectroscopic Measurements with Scanning Tunneling Microscopy journal, July 2008

The electronic properties of graphene journal, January 2009

Chemically homogeneous and thermally reversible oxidation of epitaxial graphene journal, February 2012

Functionalized Single Graphene Sheets Derived from Splitting Graphite Oxide journal, May 2006

Semiconducting nature of the oxygen-adsorbed graphene sheet journal, June 2008

Scanning tunneling microscopy and spectroscopy of the electronic local density of states of graphite surfaces near monoatomic step edges journal, February 2006

Materials Cartography: Representing and Mining Materials Space Using Structural and Electronic Fingerprints journal, January 2015

Critical Buckling for the Disappearance of Superconductivity in Rare-Earth-Doped La 2 − x Sr x Cu O 4 journal, September 1994

Direct imaging of monovacancy-hydrogen complexes in a single graphitic layer journal, April 2014

Visualization of electronic states on atomically smooth graphitic edges with different types of hydrogen termination journal, March 2013

Oxygen-Driven Unzipping of Graphitic Materials
journal, May 2006

Cutting of Oxidized Graphene into Nanosized Pieces
journal, July 2010

Modification of graphene as active hydrogen storage medium by strain engineering
journal, December 2012

STEM-EELS imaging of complex oxides and interfaces
journal, January 2012

Honeycomb superperiodic pattern and its fine structure near the armchair edge of graphene observed by low-temperature scanning tunneling microscopy
journal, June 2010

Tight-binding approach to uniaxial strain in graphene
journal, July 2009

Strained graphene: tight-binding and density functional calculations
journal, November 2009

Nanographene and Graphene Edges: Electronic Structure and Nanofabrication
journal, November 2012

Geometry, Mechanics, and Electronics of Singular Structures and Wrinkles in Graphene
journal, October 2010

An introduction to kernel-based learning algorithms
journal, March 2001

The Band Theory of Graphite
journal, May 1947

Extraction of correlated gene clusters from multiple genomic data by generalized kernel canonical correlation analysis
journal, July 2003

Quantitative Structure–Property Relationship Modeling of Diverse Materials Properties
journal, January 2012

Imaging chiral symmetry breaking from Kekulé bond order in graphene
journal, May 2016

Big–deep–smart data in imaging for guiding materials design
journal, September 2015

Scaling of transition temperature and CuO2 plane buckling in a high-temperature superconductor
journal, January 1999

Topology Influence on the Process of Graphene Functionalization by Epoxy and Hydroxyl Groups
journal, February 2016

Dependence of Superconducting Transition Temperature on Doping and Structural Distortion of the Cu $O_{2}$ Planes in ${La}_{2 - x} M_{x} {CuO}_{4}$ (M $=$ Nd, Ca, Sr)
journal, February 1996

Rearrangement of π-Electron Network and Switching of Edge-Localized π State in Reduced Graphene Oxide
journal, November 2013

Charge-density oscillation on graphite induced by the interference of electron waves
journal, April 2005

Scanning Tunneling Spectroscopy
journal, July 2009

Big data in reciprocal space: Sliding fast Fourier transforms for determining periodicity
journal, March 2015

Functional and Spectroscopic Measurements with Scanning Tunneling Microscopy
journal, July 2008

The electronic properties of graphene
journal, January 2009

Chemically homogeneous and thermally reversible oxidation of epitaxial graphene
journal, February 2012

Functionalized Single Graphene Sheets Derived from Splitting Graphite Oxide
journal, May 2006

Semiconducting nature of the oxygen-adsorbed graphene sheet
journal, June 2008

Scanning tunneling microscopy and spectroscopy of the electronic local density of states of graphite surfaces near monoatomic step edges
journal, February 2006

Materials Cartography: Representing and Mining Materials Space Using Structural and Electronic Fingerprints
journal, January 2015

Critical Buckling for the Disappearance of Superconductivity in Rare-Earth-Doped ${La}_{2 - x} {Sr}_{x} Cu O_{4}$
journal, September 1994

Direct imaging of monovacancy-hydrogen complexes in a single graphitic layer
journal, April 2014

Visualization of electronic states on atomically smooth graphitic edges with different types of hydrogen termination
journal, March 2013