A latent diffusion model conditioned on the current electron density state can generate future density fields for liquid lithium at 800 K with distributional and structural similarity to AIMD reference data.
Image super-resolution inspired electron density prediction
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
background 1
citation-polarity summary
fields
physics.comp-ph 1years
2025 1verdicts
CONDITIONAL 1roles
background 1polarities
background 1representative citing papers
citing papers explorer
-
Generative Latent Space Dynamics of Electron Density
A latent diffusion model conditioned on the current electron density state can generate future density fields for liquid lithium at 800 K with distributional and structural similarity to AIMD reference data.