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cond-mat.soft2026
Spherical metadensity functional learning for inhomogeneous classical fluids
Stefanie M. Kampa, Matthias Schmidt, Florian Sammüller +1
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
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…