Share your thoughts, 1 month free Claude Pro on usSee more
WorkDL logo mark

Stochastic and Mixed Density Functional Theory within the projector augmented wave formalism for the simulation of warm dense matter

About

Stochastic and mixed stochastic-deterministic density functional theory (DFT) are promising new approaches for the calculation of the equation-of-state and transport properties in materials under extreme conditions. In the intermediate warm dense matter regime, a state between correlated condensed matter and kinetic plasma, electrons can range from being highly localized around nuclei to delocalized over the whole simulation cell. The plane-wave basis pseudo-potential approach is thus the typical tool of choice for modeling such systems at the DFT level. Unfortunately, the stochastic DFT methods scale as the square of the maximum plane-wave energy in this basis. To reduce the effect of this scaling, and improve the overall description of the electrons within the pseudo-potential approximation, we present stochastic and mixed DFT developed and implemented within the projector augmented wave formalism. We compare results between the different DFT approaches for both single-point and molecular dynamics trajectories and present calculations of self-diffusion coefficients of solid density carbon from 1 to 50 eV.

Vidushi Sharma, Lee A. Collins, Alexander J. White• 2023

Related benchmarks

TaskDatasetResultRank
Radiology Report GenerationIU-Xray Findings generation v1.5 (Vicuna-7B)
ROUGE-L26.3
12
Radiology Report GenerationMIMIC-CXR Findings generation v1.5 (Vicuna-7B)
ROUGE-L23.5
12
Image ClassificationVinDr-CXR (test)
AP (LO)12.7
10
Image ClassificationRSNA-Pneumonia 5,337 images (test)
AP66.8
10
Showing 4 of 4 rows

Other info

Follow for update