Kinetic Theory for Matter Under Extreme Conditions
James Dufty, Jeffrey Wrighton

TL;DR
This paper develops a theoretical framework combining kinetic theory and density functional theory to accurately calculate dynamical properties of matter under extreme conditions, addressing limitations of existing models.
Contribution
It introduces a method to derive the Kubo-Greenwood model from exact short time dynamics, providing a clearer theoretical foundation and correction mechanisms.
Findings
Exact short time dynamics for single electron in ion configurations
Effective ion-electron interaction determined from DFT
Calculated dynamic structure, response, and conductivity functions
Abstract
The calculation of dynamical properties for matter under extreme conditions is a challenging task. The popular Kubo-Greenwood model exploits elements from equilibrium density functional theory (DFT) that allow a detailed treatment of electron correlations, but its origin is largely phenomenological; traditional kinetic theories have a more secure foundation but are limited to weak ion-electron interactions. The objective here is to show how a combination of the two evolves naturally from an exact short time limit for the generator of the effective single electron dynamics governing time correlation functions. This provides a theoretical context for the current DFT-related approach, the Kubo-Greenwood model, while showing the nature of its corrections. The method is to calculate the exact short time dynamics in the single electron subspace, for a given configuration of the ions. This…
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.
