[HTML][HTML] Machine learning in electron microscopy for advanced nanocharacterization: current developments, available tools and future outlook
In the last few years, electron microscopy has experienced a new methodological paradigm
aimed to fix the bottlenecks and overcome the challenges of its analytical workflow. Machine …
aimed to fix the bottlenecks and overcome the challenges of its analytical workflow. Machine …
Emerging machine learning strategies for diminishing measurement uncertainty in SPM nanometrology
LTP Nguyen, BH Liu - Surface Topography: Metrology and …, 2022 - iopscience.iop.org
Scanning probe microscopy (SPM) is an outstanding nanometrology tool for characterizing
the structural, electrical, thermal, and mechanical properties of materials at the nanoscale …
the structural, electrical, thermal, and mechanical properties of materials at the nanoscale …
Quantifying intracellular nanoparticle distributions with three-dimensional super-resolution microscopy
Super-resolution microscopy can transform our understanding of nanoparticle–cell
interactions. Here, we established a super-resolution imaging technology to visualize …
interactions. Here, we established a super-resolution imaging technology to visualize …
Revealing Fast Cu-Ion Transport and Enhanced Conductivity at the CuInP2S6–In4/3P2S6 Heterointerface
Van der Waals layered ferroelectrics, such as CuInP2S6 (CIPS), offer a versatile platform for
miniaturization of ferroelectric device technologies. Control of the targeted composition and …
miniaturization of ferroelectric device technologies. Control of the targeted composition and …
[HTML][HTML] High-speed mapping of surface charge dynamics using sparse scanning Kelvin probe force microscopy
Unraveling local dynamic charge processes is vital for progress in diverse fields, from
microelectronics to energy storage. This relies on the ability to map charge carrier motion …
microelectronics to energy storage. This relies on the ability to map charge carrier motion …
Automated piezoresponse force microscopy domain tracking during fast thermally stimulated phase transition in CuInP2S6
Real-time tracking of dynamic nanoscale processes such as phase transitions by scanning
probe microscopy is a challenging task, typically requiring extensive and laborious human …
probe microscopy is a challenging task, typically requiring extensive and laborious human …
Physics-assisted learning scheme for quantitative imaging via near-field scanning microwave microscopy
Quantitative determination of the dielectric property is important to the analysis and
evaluation of the investigated samples' performance. This article proposes a physics …
evaluation of the investigated samples' performance. This article proposes a physics …
[HTML][HTML] Structural analysis of melanosomes in living mammalian cells using scanning electron-assisted dielectric microscopy with deep neural network
Melanins are the main pigments found in mammals. Their synthesis and transfer to
keratinocytes have been widely investigated for many years. However, analysis has been …
keratinocytes have been widely investigated for many years. However, analysis has been …
[HTML][HTML] Dielectric imaging of fixed HeLa cells by in-liquid scanning dielectric force volume microscopy
M Checa, R Millan-Solsona, A Glinkowska Mares… - Nanomaterials, 2021 - mdpi.com
Mapping the dielectric properties of cells with nanoscale spatial resolution can be an
important tool in nanomedicine and nanotoxicity analysis, which can complement structural …
important tool in nanomedicine and nanotoxicity analysis, which can complement structural …
[HTML][HTML] Simultaneous mapping of nanoscale dielectric, electrochemical, and ferroelectric surface properties of van der Waals layered ferroelectric via advanced SPM
Ferroelectric surfaces involve a complex interplay between polarization and dielectric
properties, internal and external surface charge screening, and ionic and electrochemical …
properties, internal and external surface charge screening, and ionic and electrochemical …