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Dynamic Local Structure in Caesium Lead Iodide: Spatial Correlation and Transient Domains.
William J Baldwin1, Xia Liang2, Johan Klarbring2,3
1Department of Engineering, University of Cambridge, Cambridge, CB2 1PZ, UK.
Metal halide perovskites exhibit complex dynamics. Machine learning simulations reveal dynamic low-symmetry regions and double-well potentials in CsPbI3, even in high-symmetry phases.
Area of Science:
- Materials Science
- Solid-State Physics
- Computational Chemistry
Background:
- Metal halide perovskites are semiconductors with tunable properties.
- These materials exhibit complex octahedral tilting and anharmonic atomic behavior.
- Understanding the atomistic dynamics in higher symmetry phases is crucial but lacking.
Purpose of the Study:
- Investigate the local structure and atomistic dynamics of inorganic perovskite CsPbI3.
- Elucidate the nature of dynamic structural features in higher symmetry phases.
- Provide a comprehensive picture of local structure and motion.
Main Methods:
- Utilized a novel machine learning force field based on the atomic cluster expansion framework.
- Performed large-scale simulations to analyze temporal and spatial correlations.
- Investigated octahedral tilt dynamics and local symmetry variations.
Main Results:
- Identified a double-well effective potential landscape for octahedral tilts, persisting into the cubic phase.
- Revealed dynamic, planar regions of lower symmetry within higher symmetry phases.
- Quantified the length and timescales of motion for these dynamic regions.
Conclusions:
- The local structure of CsPbI3 is highly dynamic, deviating from the average structure.
- Correlated octahedral motion leads to complex potential energy landscapes.
- These findings offer new insights into the behavior of metal halide perovskites.
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