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Multiple solutions in data fitting: a trap in EXAFS structural analysis and some ideas to avoid it.
1Department of Physics, University of Paris XII, 61 Avenue De Gaulle, 94010 Creteil, France.
Journal of Synchrotron Radiation
|May 12, 2006
Summary
This study identifies a key error source in Extended X-ray Absorption Fine Structure (EXAFS) multishell data analysis. It highlights potential inaccuracies in determining interatomic distances, especially with complex atomic interactions.
Area of Science:
- Materials Science
- Analytical Chemistry
- Spectroscopy
Background:
- Extended X-ray Absorption Fine Structure (EXAFS) is a powerful technique for determining local atomic structure.
- Accurate interatomic distance determination is crucial for understanding material properties.
- Multishell EXAFS data analysis can be complex and prone to errors.
Purpose of the Study:
- To describe a potential source of error in interatomic distance determination during EXAFS multishell data analysis.
- To investigate this error using simulated and experimental EXAFS signals.
- To discuss the origin of this specific type of error.
Main Methods:
- Simulated EXAFS signal generation for a cluster of Rhodium (Rh) atoms interacting with Oxygen (O) atoms.
- Fitting of the simulated EXAFS signal to identify potential errors.
- Analysis of an experimental EXAFS signal using similar fitting procedures.
Main Results:
- A specific error source affecting interatomic distance determination in multishell EXAFS data was identified.
- The fitting of simulated data revealed discrepancies related to the interaction between Rh and O atoms.
- The analysis of experimental data corroborated the findings from the simulated signal.
Conclusions:
- The study highlights a critical consideration for accurate EXAFS data analysis, particularly in multishell systems.
- Understanding this error source is essential for reliable interatomic distance measurements.
- This work contributes to improving the precision of EXAFS-based structural analysis.