A sharp look into tiny ferroelectric crystals

Map obtained for a thin barium titanate film after clustering the data measured by contact Kelvin probe force microscopy (cKPFM) by a machine learning method. From this map, scientists can obtain detailed information on how the ferroelectric domains are distributed and what their respective polarization amplitude is.

Map obtained for a thin barium titanate film after clustering the data measured by contact Kelvin probe force microscopy (cKPFM) by a machine learning method. From this map, scientists can obtain detailed information on how the ferroelectric domains are distributed and what their respective polarization amplitude is. © HZB

What happens to ferroelectric materials when their dimensions are greatly reduced? A team of researchers at HZB has now been able to show how this question can be answered in a detailed way.

Ferroelectric materials have a special inner structure. In the crystalline materials, ions align themselves differently within individual areas, the domains. This so-called polarisation can be changed or switched by electric fields or external pressure. These properties make ferroelectric materials interesting for various technical applications. For example, they are suitable as a material for capacitors - or, because the domains are very small, for storing large amounts of data in a small space.

But how do the ferroelectric properties change when the dimensions of the material are greatly reduced, for example to use them in nanoelectronic components? Experiments have shown that shrinking has enormous effects on the pattern of ferroelectric polarisation. “When the dimensions are reduced, the ferroelectric domains can take on a very different shape with a spatial extension of only several nanometers," explains Prof. Dr. Catherine Dubourdieu, head of the Institute Functional Oxides for Energy Efficient IT at the Helmholtz Zentrum Berlin für Materialien und Energie (HZB). "The diversity of electrical structures on a nanocrystalline scale opens up a whole new exciting horizon both for the understanding of the physics of these objects and for their potential applications. One key challenge is to be able to visualize such tiny domains in a non-destructive way.”

Catherine Dubourdieu and her team together with colleagues at Oak Ridge National Laboratory (ORNL) in the USA have now found a way to map the polarization pattern in thin ferroelectric layers precisely and non-destructively. To do this, the researchers relied on so-called contact Kelvin probe force microscopy (cKPFM) - a method that measures the material's electromechanical response under an electrical bias. To evaluate the big amount of data generated by mapping as low as 8x8 nm2 pixel size, the HZB team applied a machine learning method. This made it possible to spatially resolve ferroelectric domains of less than 10 nanometres in size and of different polarization amplitudes. As sample material, the HZB researchers used a thin layer of barium titanate (BaTiO3) in two crystalline forms: the so-called perovskite structure (one of the best-known ferroelectric materials) and the hexagonal structure, which is not ferroelectric at room temperature.

To check the reliability of the measurement method used, the HZB and ORNL teams also analysed the nanostructures using transmission electron microscopy (TEM). "The results of both experimental methods were in complete agreement," Dubourdieu is pleased to report. The scientists were also able to use this method to follow the ferroelectric pattern evolution while the sample was heated up to its paraelectric state. This opens up the possibility of also investigating the temperature dependence of the ferroelectric domain distribution and observing how ferroelectric domains form spatially below the so-called Curie temperature.

"Our results create a promising new perspective to study a large variety of polarization patterns at the nanoscale. This could lead, for example, to mapping the distribution of topological polar textures such as polar skyrmions which have been shown to have dimensions of about 10 nm. It could also be used to discriminate the polar domains from the non-polar ones in polycrystalline HfO2-based ferroelectric thin films, a type of materials intensively studied for their potential integration in current nanoelectronics" says Dubourdieu. She adds “In the future, mapping ferroelectricity at the nanoscale with the help of machine learning will undoubtedly bring insights into phenomena occurring when dimensions are reduced and bring benefit for the integration of ferroelectrics into nanodevices.”

To the publication:

ACS Appl. Electron. Mater. (2021)

Sub-10 nm Probing of Ferroelectricity in Heterogeneous Materials by Machine Learning Enabled Contact Kelvin Probe Force Microscopy

Sebastian W. Schmitt, Rama K. Vasudevan, Maurice Seifert, Albina Y. Borisevich, Veeresh Deshpande, Sergei V. Kalinin, and Catherine Dubourdieu

doi: 10.1021/acsaelm.1c00569



rb

  • Copy link

You might also be interested in

  • Nanosilver as an electrocatalyst for CO₂ reduction
    Science Highlight
    24.09.2026
    Nanosilver as an electrocatalyst for CO₂ reduction
    Via electrolysis, CO2 can be reduced to CO, a raw material for further chemical products such as fuels. Within the GreenQuest Project, an internation team led by HZB chemist Prashanth Menezes has now systematically investigated catalyst layers made of silver nanoparticles, varying both the size of the particles and their density. The best yield was achieved with nanoparticles with diameters of around 10 nm, which were loosely distributed. Furthermore, they demonstrated how the economic efficiency of the electrochemical cell can be enhanced by integrating an additional chemical reaction at the anode, enabling the simultaneous production of a valuable formic acid, hydrogen, and CO in one device.
  • Spin waves inside a nano-oscillator imaged for the first time
    Science Highlight
    23.09.2026
    Spin waves inside a nano-oscillator imaged for the first time
    For the first time, researchers have directly imaged the magnetisation dynamics inside a spin Hall nano-oscillator — a nanoscale device that converts direct current into tunable microwave signals and is a promising building block for energy-efficient wireless communication and brain-inspired computing. A Swedish–German team led by the University of Gothenburg and Helmholtz-Zentrum Berlin (HZB) achieved this using time-resolved scanning transmission X-ray microscopy at the MAXYMUS instrument at BESSY II. The results, now published in Advanced Materials, reveal spin-wave features that had escaped previous, indirect measurement techniques.
  • Marcel Risch has been appointed Professor at the Freie Universität Berlin
    News
    17.09.2026
    Marcel Risch has been appointed Professor at the Freie Universität Berlin
    Marcel Risch was appointed to a W2-S professorship in the Department of Physics at Freie Universität Berlin in August 2026. His research group has been transformed into the department 'Mechanisms of Sustainable Electrocatalysis'. Risch investigates the fundamental mechanisms of electrocatalytic reactions and, on this basis, develops knowledge- and data-driven strategies to improve electrocatalysts for the sustainable production of hydrogen, fuels and chemicals.