Back to Search
Start Over
Local and correlated studies of humidity-mediated ferroelectric thin film surface charge dynamics
- Source :
- npj Computational Materials, Vol 7, Iss 1, Pp 1-7 (2021), Digital.CSIC. Repositorio Institucional del CSIC, instname, npj computational materials, Vol. 7, No 1 (2021) P. 163
- Publication Year :
- 2021
- Publisher :
- Nature Publishing Group, 2021.
-
Abstract
- Electrochemical phenomena in ferroelectrics are of particular interest for catalysis and sensing applications, with recent studies highlighting the combined role of the ferroelectric polarisation, applied surface voltage and overall switching history. Here, we present a systematic Kelvin probe microscopy study of the effect of relative humidity and polarisation switching history on the surface charge dissipation in ferroelectric Pb(Zr0.2Ti0.8)O3 thin films. We analyse the interaction of surface charges with ferroelectric domains through the framework of physically constrained unsupervised machine learning matrix factorisation, Dictionary Learning, and reveal a complex interplay of voltage-mediated physical processes underlying the observed signal decays. Additional insight into the observed behaviours is given by a Fitzhugh–Nagumo reaction–diffusion model, highlighting the lateral spread and charge passivation process contributors within the Dictionary Learning analysis.<br />The authors acknowledge Dr Sergei V. Kalinin of Oak Ridge National Laboratory, for helpful discussions about machine learning and the initial suggestion to explore reaction–diffusion modelling. This work was supported by Division II of the Swiss National Science Foundation under project 200021_178782. A.V. acknowledges support by the Spanish Government under the project PID2019-110907GB-I00 and the “Severo Ochoa” Program for Centres of Excellence in R&D (CEX2019-000917-S). N.D. acknowledges support by the Spanish Government under the project PID2019- 109931GB-I00. N.B.G. acknowledges support by the National Science Foundation under the project DMR-20269676. The authors would like to thank S. Muller for technical support.<br />With funding from the Spanish government through the ‘Severo Ochoa Centre of Excellence’ accreditation (CEX2019-000917-S).
- Subjects :
- Ferroelectric thin-films
Sensing applications
Materials science
Kelvin probe microscopy
Passivation
FOS: Physical sciences
ddc:500.2
02 engineering and technology
01 natural sciences
QA76.75-76.765
0103 physical sciences
General Materials Science
Surface charge
Computer software
Electrochemical phenomenon
Thin film
Materials of engineering and construction. Mechanics of materials
010302 applied physics
Kelvin probe force microscope
Condensed Matter - Materials Science
Condensed matter physics
Applied surface
Thin film surfaces
Materials Science (cond-mat.mtrl-sci)
Dictionary learning
Charge (physics)
Dissipation
Computational Physics (physics.comp-ph)
021001 nanoscience & nanotechnology
Ferroelectricity
3. Good health
Computer Science Applications
Ferroelectric polarization
Surface voltages
Mechanics of Materials
Modeling and Simulation
TA401-492
0210 nano-technology
Charge dynamics
Physics - Computational Physics
Voltage
Subjects
Details
- Language :
- English
- ISSN :
- 20573960
- Database :
- OpenAIRE
- Journal :
- npj Computational Materials, Vol 7, Iss 1, Pp 1-7 (2021), Digital.CSIC. Repositorio Institucional del CSIC, instname, npj computational materials, Vol. 7, No 1 (2021) P. 163
- Accession number :
- edsair.doi.dedup.....526c46c746addc1bc6b0848bd6e80e35