Determination of Density Functional Tight Binding Models for Cerium Allotropes
Nir Goldman, Artem Samtsevych, and Chiara Panosetti

TL;DR
This paper develops DFTB models for cerium that accurately predict electronic structures and phase energies, demonstrating DFTB's effectiveness for complex f-electron systems.
Contribution
The authors introduce optimized DFTB models for cerium that accurately capture electronic and energetic properties across multiple allotropes.
Findings
DFTB models accurately reproduce cerium's electronic band structure.
Optimized confining potentials minimize errors in Kohn-Sham energies.
The models effectively describe complex f-electron interactions.
Abstract
We have developed Density Functional Tight Binding (DFTB) models for cerium that accurately predict both the electronic band structure and energetic ordering of different allotropes. We show that global optimization of the electronic confining potentials minimize the errors in the predicted Kohn-Sham energies while facilitating determination of a many-body repulsive energy. Our results illustrate the ability of DFTB to accurately reproduce complex f-electron interactions for multiple phases while leveraging minimal Density Functional Theory data.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
