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Published on: December 1, 2020
X-ray constrained wavefunctions based on Hirshfeld atoms. I. Method and review
Max L Davidson1, Simon Grabowsky2, Dylan Jayatilaka1
1School of Molecular Sciences, The University of Western Australia, 35 Stirling Highway, Crawley 6009, Western Australia, Australia.
This study reviews the X-ray constrained wavefunction (XCW) method for experimentally reconstructing wavefunctions. It introduces the novel Hirshfeld atom-based XCW (HA-XCW) procedure and discusses the critical issue of overfitting in X-ray wavefunction refinement.
Area of Science:
- Crystallography
- Quantum Chemistry
- Materials Science
Background:
- The X-ray constrained wavefunction (XCW) procedure enables experimental wavefunction reconstruction from X-ray diffraction data.
- Distinguishing between two-center and one-center probability distribution models is crucial for accurate wavefunction determination.
Purpose of the Study:
- To review the established X-ray constrained wavefunction (XCW) procedure.
- To introduce and describe the novel Hirshfeld atom-based XCW (HA-XCW) procedure and its implementation.
- To refine the definition of the X-ray wavefunction refinement (XWR) method and address the overfitting problem in XCW.
Main Methods:
- Review of the two-center probability distribution model for nuclear-position averaging.
- Description of the one-center probability distribution model utilizing Hirshfeld atoms.
- Detailed explanation of the efficient implementation of the Hirshfeld atom-based XCW (HA-XCW) procedure.
- Refinement of the X-ray wavefunction refinement (XWR) method definition.
Main Results:
- Clear distinction established between the two-center and one-center probability distribution models.
- The Hirshfeld atom-based XCW (HA-XCW) procedure is presented for the first time with an efficient implementation.
- The critical issue of overfitting in XCW methods, termed the 'halting problem', is identified and discussed.
Conclusions:
- The HA-XCW procedure offers an advancement in experimental wavefunction determination.
- Addressing the overfitting 'halting problem' is essential for reliable XCW results.
- This work refines understanding and methodology in experimental charge density studies.
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