Ionization by Impact Electrons in Solids: Electron Mean Free Path Fitted Over a Wide Energy Range
B. Ziaja, R.A. London, J. Hajdu

TL;DR
This paper introduces a new simple formula for accurately fitting electron mean free paths in solids across a wide energy range, incorporating band structure effects at low energies for improved predictions.
Contribution
The paper presents a novel fitting formula that accounts for band structure effects at low energies, extending the applicability of mean free path predictions in solids.
Findings
Effective fit for 9 elements and 2 compounds
Improved accuracy at low energies (E < 50 eV)
Inclusion of band structure effects enhances predictions
Abstract
We propose a simple formula for fitting the electron mean free paths in solids both at high and at low electron energies. The free-electron-gas approximation used for predicting electron mean free paths is no longer valid at low energies (E < 50 eV), as the band structure effects become significant at those energies. Therefore we include the results of the band structure calculations in our fit. Finally, we apply the fit to 9 elements and 2 compounds.
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.
Taxonomy
TopicsElectron and X-Ray Spectroscopy Techniques · Machine Learning in Materials Science · Chemical and Physical Properties of Materials
