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Published on: October 12, 2019
Reliability of hybrid functionals in predicting band gaps
Manish Jain1, James R Chelikowsky, Steven G Louie
1Department of Physics, University of California, Berkeley, 94720, USA.
Hybrid functionals often fail to accurately predict electronic band gaps for materials, especially in different structural configurations like surfaces and nanostructures. This research highlights their limitations for reliable electronic structure calculations.
Area of Science:
- Computational Materials Science
- Condensed Matter Physics
- Quantum Chemistry
Background:
- Hybrid functionals are widely used in computational chemistry and physics to approximate electronic structure.
- Accurate prediction of electronic band gaps is crucial for understanding and designing materials.
- Previous studies have shown varying success rates for hybrid functionals in different material systems.
Purpose of the Study:
- To evaluate the reliability of orbital energies from hybrid functionals for predicting electronic band gaps.
- To assess the accuracy of these functionals across diverse structural configurations, including bulk, surfaces, and nanostructures.
- To identify limitations of commonly used hybrid functionals for specific material properties.
Main Methods:
- Calculations of electronic band gaps using a range of established hybrid functionals.
- Comparison of calculated band gaps with experimental or high-level theoretical data for various systems.
- Analysis of the performance of functionals for bulk materials, semiconductor surfaces (e.g., Si(111)-(2 × 1)), and graphene nanoribbons.
Main Results:
- Orbital energies from hybrid functionals do not consistently yield reliable band gaps.
- Functionals accurate for bulk band gaps often fail for different structural configurations like surfaces and nanostructures.
- Specific examples include inadequate description of the Si(111)-(2 × 1) surface-state gap and discrepancies in quasiparticle vs. optical gaps for graphene nanoribbons.
Conclusions:
- Existing hybrid functionals exhibit significant limitations in accurately predicting electronic band gaps across various material structures.
- Careful selection and validation of hybrid functionals are necessary for reliable electronic structure calculations, particularly for surface and nanoscale systems.
- Strong variations among different hybrid functionals necessitate further development for improved predictive power in diverse material contexts.
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