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Florian Sammüller
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Perspective: How to overcome dynamical density functional theory
D de las Heras, T Zimmermann, F Sammüller, S Hermann, M Schmidt
Journal of Physics: Condensed Matter 35 (27), 271501, 2023
282023
Force density functional theory in- and out-of-equilibrium
SM Tschopp, F Sammüller, S Hermann, M Schmidt, JM Brader
Physical Review E 106 (1), 014115, 2022
282022
Adaptive Brownian dynamics
F Sammüller, M Schmidt
The Journal of Chemical Physics 155 (13), 2021
282021
Neural functional theory for inhomogeneous fluids: Fundamentals and applications
F Sammüller, S Hermann, D de las Heras, M Schmidt
Proceedings of the National Academy of Sciences 120 (50), e2312484120, 2023
252023
Fluctuation profiles in inhomogeneous fluids
T Eckert, NCX Stuhlmüller, F Sammüller, M Schmidt
Physical Review Letters 125 (26), 268004, 2020
212020
Comparative study of force-based classical density functional theory
F Sammüller, S Hermann, M Schmidt
Physical Review E 107 (3), 034109, 2023
162023
Noether-constrained correlations in equilibrium liquids
F Sammüller, S Hermann, D de las Heras, M Schmidt
Physical Review Letters 130 (26), 268203, 2023
15*2023
Why neural functionals suit statistical mechanics
F Sammüller, S Hermann, M Schmidt
Journal of Physics: Condensed Matter 36 (24), 243002, 2024
122024
Inhomogeneous steady shear dynamics of a three-body colloidal gel former
F Sammüller, D de las Heras, M Schmidt
The Journal of Chemical Physics 158 (5), 2023
112023
Hyperforce balance via thermal Noether invariance of any observable
S Robitschko, F Sammüller, M Schmidt, S Hermann
Communications Physics 7 (1), 103, 2024
92024
Neural density functionals: Local learning and pair-correlation matching
F Sammüller, M Schmidt
Physical Review E 110 (3), L032601, 2024
82024
Local measures of fluctuations in inhomogeneous liquids: Statistical mechanics and illustrative applications
T Eckert, NCX Stuhlmüller, F Sammüller, M Schmidt
Journal of Physics: Condensed Matter 35 (42), 425102, 2023
82023
Gauge invariance of equilibrium statistical mechanics
J Müller, S Hermann, F Sammüller, M Schmidt
Physical Review Letters 133 (21), 217101, 2024
62024
Hyperdensity functional theory of soft matter
F Sammüller, S Robitschko, S Hermann, M Schmidt
Physical Review Letters 133 (9), 098201, 2024
62024
Noether invariance theory for the equilibrium force structure of soft matter
S Hermann, F Sammüller, M Schmidt
Journal of Physics A: Mathematical and Theoretical 57 (17), 175001, 2024
62024
Neural force functional for non-equilibrium many-body colloidal systems
T Zimmerman, F Sammüller, S Hermann, M Schmidt, D de las Heras
Machine Learning: Science and Technology 5 (3), 035062, 2024
42024
Neural density functional theory of liquid-gas phase coexistence
F Sammüller, M Schmidt, R Evans
Phys. Rev. X 15 (1), 011013, 2025
32025
Metadensity functional theory for classical fluids: Extracting the pair potential
SM Kampa, F Sammüller, M Schmidt, R Evans
arXiv preprint arXiv:2411.06972, 2024
22024
Why hyperdensity functionals describe any equilibrium observable
F Sammüller, M Schmidt
Journal of Physics: Condensed Matter 37 (8), 083001, 2024
12024
Why gauge invariance applies to statistical mechanics
J Müller, F Sammüller, M Schmidt
arXiv preprint arXiv:2409.14166, 2024
12024
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Articles 1–20