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Consistent GMTKN55 and molecular-crystal accuracy using minimally empirical DFT with XDM(Z) dispersion
Kyle R Bryenton1,2, Erin R Johnson1,2,3
1Department of Physics and Atmospheric Science, Dalhousie University, 6310 Coburg Road, Halifax, Nova Scotia, B3H 4R2, Canada.
A new variant of the exchange-hole dipole moment (XDM) model, using Z damping, shows excellent performance in computational chemistry benchmarks. This advancement improves the accuracy of density-functional theory (DFT) for large-scale systems and molecular crystals.
Area of Science:
- Computational chemistry
- Quantum chemistry
- Materials science
Background:
- Density-functional theory (DFT) is crucial for computational chemistry.
- Dispersion corrections like the exchange-hole dipole moment (XDM) model are vital for accurate modeling.
- Existing XDM implementations use a two-parameter Becke-Johnson (BJ) damping function.
Purpose of the Study:
- Introduce and implement a new XDM variant with a one-parameter Z damping function.
- Benchmark Z-damped XDM against BJ-damped XDM using the GMTKN55 database.
- Evaluate transferability of Z damping to solid-state systems.
Main Methods:
- Implemented a new one-parameter Z damping function for XDM.
- Benchmarked XDM variants on the GMTKN55 database with various DFT functionals.
- Performed outlier analysis using the WTMAD-4 metric.
- Tested Z damping on molecular crystal benchmarks.
Main Results:
- The Z-damped XDM variant demonstrated excellent performance across molecular and solid-state benchmarks.
- revPBE0 and B86bPBE0 hybrid functionals paired with Z-damped XDM showed superior results.
- First-time testing of XDM and many-body dispersion (MBD) on the GMTKN55 dataset.
Conclusions:
- The Z-damped XDM variant offers a promising advancement for high-accuracy DFT calculations.
- This method shows excellent performance and consistency for both molecular and solid-state systems.
- The new damping function improves the modeling of large-scale systems in computational chemistry.
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