Obtaining Robust Density Functional Tight-Binding Parameters for Solids across the Periodic Table
Получение устойчивых параметров приближённого метода плотностного функционала Tight-Binding для твёрдых тел по всему периодическому закону
2024-06-12
SCID: 54.1/b3es625z
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DFTB parametrizationdensity functional tight-bindinghomoelemental crystal parametrizationperiodic table baseline parameters
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Abstract (AI)
The density functional tight-binding (DFTB) approach allows electronic structure-based simulations at length and time scales far beyond what is possible with first-principles methods. This is achieved by using minimal basis sets and empirical approximations. Unfortunately, the sparse availability of parameters across the periodic table is a significant barrier to the use of DFTB in many cases. We therefore propose a workflow that allows the robust and consistent parametrization of DFTB across the periodic table. Importantly, our approach requires no element-pairwise parameters so that the parameters can be used for all element combinations and are readily extendable. This is achieved by parametrizing all elements on a consistent set of artificial homoelemental crystals, spanning a wide range of coordination environments. The transferability of the resulting periodic table baseline parameters to multielement systems and unknown structures is explored and the model is extensively benchmarked against previous specialized and general DFTB parametrizations.
Key Findings
1
A workflow is proposed for robust, consistent parametrization of DFTB across the periodic table, addressing sparse parameter availability.
2
Parameters are obtained by parametrizing each element on consistent artificial homoelemental crystals spanning diverse coordination environments.
3
The approach requires no element-pairwise parameters, producing parameters usable for all element combinations and easily extendable.
4
The resulting baseline parameters transfer to multielement systems and unknown structures and are extensively benchmarked against prior specialized and general DFTB parametrizations.
Research Object
Density functional tight-binding (DFTB) parametrization across the periodic table (periodic-table baseline parameters for DFTB)
Research Subject
Robust, consistent and transferable parameter generation workflow that yields non-element-pairwise DFTB parameters by parametrizing elements on artificial homoelemental crystals spanning coordination environments, and benchmarking their transferability to multielement systems and unknown structures
Publication Details
Publication Date
2024-06-12
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