Theory of complex fluids in the warm-dense-matter regime, and application to an unusual phase-transitions in liquid carbon
M.W.C. Dharma-wardana (NRC-Canada)

TL;DR
This paper compares advanced simulation methods for complex liquid carbon in warm-dense matter, demonstrating the effectiveness of the NPA+HNC approach in capturing covalent bonding and phase transitions not seen in simpler models.
Contribution
It introduces the NPA+HNC method as a reliable tool for modeling complex bonding and phase transitions in warm-dense carbon, outperforming traditional average-atom models.
Findings
NPA+HNC accurately reproduces pair-distribution functions from DFT+MD.
Evidence of simultaneous liquid-vapor and metal-semi-metal transitions in carbon.
Discontinuous changes in ionization Z linked to phase transitions.
Abstract
Data from recent laser-shock experiments, density-functional theory (DFT) with molecular-dynamics (MD), and path-integral Monte Carlo (PIMC) simulations on carbon are compared with predictions from the neutral-pseudo-atom (NPA)+ hyper-netted-chain (HNC) approach for carbon, a complex liquid in the warm-dense matter regime. The NPA results are in good agreement, not only with high-density regimes that have been studies via PIMC, but even at low densities and low temperatures where transient covalent bonding dominates ionic correlations. Thus the `pre-peak' due to the C-C bond at 1.4-1.6 \AA and other features found in the pair-distribution function from DFT+MD simulations at 0.86 eV and 3.7 g/cm etc., are recovered accurately in the NPA+HNC calculations. Such C-C bonding peaks have not been captured via average-atom ion-sphere (IS) models. Evidence for an unusual liquid…
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 · Phase Equilibria and Thermodynamics · Material Dynamics and Properties
