2 papers
cond-mat.soft2025
Learned Free-Energy Functionals from Pair-Correlation Matching for Dynamical Density Functional Theory
Karnik Ram, Jacobus Dijkman, René van Roij +4
Classical density functional theory (cDFT) and dynamical density functional theory (DDFT) are modern statistical mechanical theories for modeling many-body colloidal systems at the…
cond-mat.soft2025
Learning Neural Free-Energy Functionals with Pair-Correlation Matching
Jacobus Dijkman, Marjolein Dijkstra, René van Roij +3
The intrinsic Helmholtz free-energy functional, the centerpiece of classical density functional theory, is at best only known approximately for 3D systems. Here we introduce a meth…