Reference-free evaluation of thin films mass thickness and composition through energy dispersive x-ray spectroscopy
Andrea Pazzaglia, Alessandro Maffini, David Dellasega, Alessio, Lamperti, Matteo Passoni

TL;DR
This paper introduces a novel reference-free method for evaluating thin film mass thickness and composition using energy dispersive X-ray spectroscopy, leveraging theoretical calculations of X-ray generation in multilayer samples.
Contribution
The paper develops a new electron transport model-based method that accurately measures thin film properties without reference samples or multiple voltage scans.
Findings
Mass thickness accuracy around 10 μg/cm²
Validated against standard techniques
Able to profile nanostructured, high-roughness films
Abstract
In this paper we report the development of a new method for the evaluation of thin films mass thickness and composition based on the Energy Dispersive X-Ray Spectroscopy (EDS). The method exploits the theoretical calculation of the in-depth characteristic X-ray generation distribution function, /( z), in multilayer samples, obtained by the numerical solution of the electron transport equation, to achieve reliable measurements without the need of a reference sample and multiple voltages acquisitions. The electron transport model is derived from the Boltzmann transport equation and it exploits the most updated and reliable physical parameters in order to obtain an accurate description of the phenomenon. The method for the calculation of film mass thickness and composition is validated with benchmarks from standard techniques. In addition, a model uncertainty and sensitivity…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
