Model independent X-ray standing wave analysis of periodic multilayer structures
S.N. Yakunin, I.A. Makhotkin, M.A. Chuev, E.M. Pashaev, E. Zoethout,, E. Louis, R.W.E. van de Kruijs, S.Yu. Seregin, I.A. Subbotin, D.V. Novikov,, F. Bijkerk, and M.V. Kovalchuk

TL;DR
This paper introduces a model independent method for reconstructing atomic profiles in multilayer structures using X-ray fluorescence modulated by standing waves, demonstrated on LaN/BN multilayers with high accuracy.
Contribution
A novel regularized linear equation approach for atomic profile reconstruction in multilayers from XSW data, applicable to complex nanoscale interfaces.
Findings
Successfully reconstructed La atomic profiles with 1 Å accuracy.
Confirmed localization of La atoms within layers and interfaces.
Detected Kr atoms trapped at interfaces in multilayers.
Abstract
We present a model independent approach for the reconstruction of the atomic concentration profile in a nanoscale layered structure, as measured using the X-ray fluorescence yield modulated by an X-ray standing wave (XSW). The approach is based on the direct regularized solution of the system of linear equations that characterizes the fluorescence yield. The suggested technique was optimized for, but not limited to, the analysis of periodic layered structures where the XSW is formed under Bragg conditions. The developed approach was applied to the reconstruction of the atomic concentration profiles for LaN/BN multilayers with 50 periods of 35 A thick layers. The object is especially difficult to analyse with traditional methods, as the estimated thickness of the interface region between the constituent materials is comparable to the individual layer thicknesses. However, using the…
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.
