Synthetic Data in Quantitative Scanning Probe Microscopy

Nanomaterials

Petr Klapetek¹  David Nečas¹ 

[1] Central European Institute of Technology, Brno University of Technology, Purkyňova 123, 61200 Brno, Czech Republic;

关键词: nanometrology;    data synthesis;    scanning probe microscopy;   

DOI  :  10.3390/nano11071746

来源: DOAJ

【 摘 要 】

Synthetic data are of increasing importance in nanometrology. They can be used for development of data processing methods, analysis of uncertainties and estimation of various measurement artefacts. In this paper we review methods used for their generation and the applications of synthetic data in scanning probe microscopy, focusing on their principles, performance, and applicability. We illustrate the benefits of using synthetic data on different tasks related to development of better scanning approaches and related to estimation of reliability of data processing methods. We demonstrate how the synthetic data can be used to analyse systematic errors that are common to scanning probe microscopy methods, either related to the measurement principle or to the typical data processing paths.

【 授权许可】

Unknown