Florian Sammüller

9PUBLICATIONS
10CO-AUTHORS
Statistical mechanics, physical combinatorics and mathematical aspects of condensed matterNon-Newtonian fluid flows (incl. rheology)Mathematical aspects of classical mechanics, quantum mechanics and quantum information theoryMathematical aspects of general relativityThermodynamics and statistical physics
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Publications (9)

|Jun 04, 2026
Metadensity Functional Learning for Classical Fluids: Regularizing with Pair Correlations.

|Jan 23, 2026
Gauge invariance and hyperforce correlation theory for equilibrium fluid mixtures.

Joshua Matthes, Silas Robitschko, Johanna Müller

|Oct 22, 2025
Learning the bulk and interfacial physics of liquid-liquid phase separation with neural density functionals.

Silas Robitschko, Florian Sammüller, Matthias Schmidt

|Nov 29, 2024
Why hyperdensity functionals describe any equilibrium observable.

Florian Sammüller, Matthias Schmidt

|Mar 11, 2024
Why neural functionals suit statistical mechanics.

Florian Sammüller, Sophie Hermann, Matthias Schmidt

|Dec 07, 2023
Neural functional theory for inhomogeneous fluids: Fundamentals and applications.

Florian Sammüller, Sophie Hermann, Daniel de Las Heras

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Frequent Collaborators

8 joint publications

Matthias Schmidt

4 joint publications

Sophie Hermann

3 joint publications

Daniel de Las Heras

2 joint publications

Silas Robitschko