Decoupling Mesoscale Functional Response in PLZT across the Ferroelectric-Relaxor Phase Transition with Contact Kelvin Probe Force Microscopy and Machine Learning

Sabine M. Neumayer, Liam Collins, Rama Vasudevan, Christopher Smith, Suhas Somnath, Vladimir Ya Shur, Stephen Jesse, Andrei L. Kholkin, Sergei V. Kalinin, Brian J. Rodriguez

Research output: Contribution to journalArticleResearchpeer-review

1 Citation (Scopus)
Original languageEnglish
Pages (from-to)42674-42680
Number of pages7
JournalACS Applied Materials and Interfaces
Volume10
Issue number49
DOIs
Publication statusPublished - 12 Dec 2018

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Ferroelectric materials
Learning systems
Microscopic examination
Phase transitions
Electrostatics
Polarization
Large scale systems
Spectroscopy
Lanthanum
Coulomb interactions
Temperature
Learning algorithms
Temperature distribution
Electric fields
Electric potential

Keywords

  • contact Kelvin probe force microscopy
  • k-means clustering
  • lead lanthanum zirconium titanate
  • machine learning
  • phase transition
  • piezoresponse force microscopy
  • relaxor ferroelectric

ASJC Scopus subject areas

  • Materials Science(all)

WoS ResearchAreas Categories

  • Nanoscience & Nanotechnology
  • Materials Science, Multidisciplinary

Cite this

Neumayer, Sabine M. ; Collins, Liam ; Vasudevan, Rama ; Smith, Christopher ; Somnath, Suhas ; Shur, Vladimir Ya ; Jesse, Stephen ; Kholkin, Andrei L. ; Kalinin, Sergei V. ; Rodriguez, Brian J. / Decoupling Mesoscale Functional Response in PLZT across the Ferroelectric-Relaxor Phase Transition with Contact Kelvin Probe Force Microscopy and Machine Learning. In: ACS Applied Materials and Interfaces. 2018 ; Vol. 10, No. 49. pp. 42674-42680.
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Decoupling Mesoscale Functional Response in PLZT across the Ferroelectric-Relaxor Phase Transition with Contact Kelvin Probe Force Microscopy and Machine Learning. / Neumayer, Sabine M.; Collins, Liam; Vasudevan, Rama; Smith, Christopher; Somnath, Suhas; Shur, Vladimir Ya; Jesse, Stephen; Kholkin, Andrei L.; Kalinin, Sergei V.; Rodriguez, Brian J.

In: ACS Applied Materials and Interfaces, Vol. 10, No. 49, 12.12.2018, p. 42674-42680.

Research output: Contribution to journalArticleResearchpeer-review

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AU - Neumayer, Sabine M.

AU - Collins, Liam

AU - Vasudevan, Rama

AU - Smith, Christopher

AU - Somnath, Suhas

AU - Shur, Vladimir Ya

AU - Jesse, Stephen

AU - Kholkin, Andrei L.

AU - Kalinin, Sergei V.

AU - Rodriguez, Brian J.

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