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cond-mat.soft2026
Spherical metadensity functional learning for inhomogeneous classical fluids
Stefanie M. Kampa, Matthias Schmidt, Florian Sammüller
We develop classical density functional learning to address fluids with truncated pairwise interparticle interactions in three-dimensional spherical geometry. Simulation data for s…
cond-mat.soft2024★ 14 cited
Neural force functional for non-equilibrium many-body colloidal systems
Toni Zimmerman, Florian Sammüller, Sophie Hermann +2
We combine power functional theory and machine learning to study non-equilibrium overdamped many-body systems of colloidal particles at the level of one-body fields. We first sampl…