activity
20182026
most citedOptimal principal component Analysis of STEM XEDS spectrum images

37 citations · 81 across the 7 of their papers we have counts for

collaborators

7 papers

physics.data-an2026

Quantification of Electron Energy-Loss Spectra

Pavel Potapov, Giulio Guzzinati

This manuscript summarizes the recent developments in EELS quantification flow as will be implemented in the CEOS Panta Rhei and TEMDM software. This should serve as a technical re…

physics.ins-det2026

Correction of STEM Distortions

Pavel Potapov, Giulio Guzzinati

The manuscript considers Scanning Transmission Electron Microscopy (STEM) images and derives transformations needed to correct various distortions occurring during scanning. These…

physics.optics2021★ 4 cited

Maximal Anderson Localization and Suppression of Surface Plasmons in Two-Dimensional Random Au Networks

Johannes Schultz, Karl Hiekel, Pavel Potapov +4

Two-dimensional random metal networks possess unique electrical and optical properties, such as almost total optical transparency and low sheet resistance, which are closely relate…

physics.data-an2021

Extraction of physically meaningful endmembers from STEM spectrum-images combining geometrical and statistical approaches

Pavel Potapov, Axel Lubk

This article addresses extraction of physically meaningful information from STEM EELS and EDX spectrum-images using methods of Multivariate Statistical Analysis. The problem is int…

physics.optics2021★ 10 cited

Tailoring Plasmonics of Au@Ag Nanoparticles by Silica Encapsulation

Johannes Schultz, Felizitas Kirner, Pavel Potapov +3

Hybrid metallic nanoparticles encapsulated in oxide shells are currently intensely studied for plasmonic applications in sensing, medicine, catalysis, and photovoltaics. Here, we i…

eess.IV2019★ 37 cited

Optimal principal component Analysis of STEM XEDS spectrum images

Pavel Potapov, Axel Lubk

STEM XEDS spectrum images can be drastically denoised by application of the principal component analysis (PCA). This paper looks inside the PCA workflow step by step on an example…

physics.optics2018★ 30 cited

Spectral field mapping in plasmonic nanostructures with nanometer resolution

J. Krehl, G. Guzzinati, J. Schultz +7

Plasmonic nanostructures and devices are rapidly transforming light manipulation technology by allowing to modify and enhance optical fields on sub-wavelength scales. Advances in t…