Warming Up Density Functional Theory
Justin C. Smith, Francisca Sagredo, Kieron Burke

TL;DR
This paper reviews recent advances in thermal density functional theory (DFT) and its applications to warm dense matter, highlighting its role in high energy density physics and chemical realism.
Contribution
It summarizes recent developments in thermal DFT and demonstrates its relevance to warm dense matter and related high energy density applications.
Findings
Thermal DFT enables accurate simulations of warm dense matter.
Applications include fusion, planetary interiors, and high energy physics.
Molecular dynamics driven by DFT shows excellent agreement with experiments.
Abstract
Density functional theory (DFT) has become the most popular approach to electronic structure across disciplines, especially in material and chemical sciences. Last year, at least 30,000 papers used DFT to make useful predictions or give insight into an enormous diversity of scientific problems, ranging from battery development to solar cell efficiency and far beyond. The success of this field has been driven by usefully accurate approximations based on known exact conditions and careful testing and validation. In the last decade, applications of DFT in a new area, warm dense matter, have exploded. DFT is revolutionizing simulations of warm dense matter including applications in controlled fusion, planetary interiors, and other areas of high energy density physics. Over the past decade or so, molecular dynamics calculations driven by modern density functional theory have played a crucial…
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.
Taxonomy
TopicsHigh-pressure geophysics and materials · Quantum, superfluid, helium dynamics · Advanced Chemical Physics Studies
