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Florian Sammüller
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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
242022
Adaptive Brownian dynamics
F Sammüller, M Schmidt
The Journal of Chemical Physics 155 (13), 2021
242021
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
222023
Fluctuation profiles in inhomogeneous fluids
T Eckert, NCX Stuhlmüller, F Sammüller, M Schmidt
Physical Review Letters 125 (26), 268004, 2020
182020
Comparative study of force-based classical density functional theory
F Sammüller, S Hermann, M Schmidt
Physical Review E 107 (3), 034109, 2023
142023
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
122023
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
102023
Noether-constrained correlations in equilibrium liquids
F Sammüller, S Hermann, D de las Heras, M Schmidt
Physical Review Letters 130 (26), 268203, 2023
9*2023
Why neural functionals suit statistical mechanics
F Sammüller, S Hermann, M Schmidt
Journal of Physics: Condensed Matter 36 (24), 243002, 2024
62024
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
52023
Hyperforce balance via thermal Noether invariance of any observable
S Robitschko, F Sammüller, M Schmidt, S Hermann
Communications Physics 7 (1), 103, 2024
32024
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
22024
Gauge Invariance of Equilibrium Statistical Mechanics
J Müller, S Hermann, F Sammüller, M Schmidt
arXiv preprint arXiv:2406.19235, 2024
2024
Neural force functional for non-equilibrium many-body colloidal systems
T Zimmerman, F Sammüller, S Hermann, M Schmidt, D de las Heras
arXiv preprint arXiv:2406.03606, 2024
2024
Neural density functionals: Local learning and pair-correlation matching
F Sammüller, M Schmidt
arXiv preprint arXiv:2406.03327, 2024
2024
Hyper-density functional theory of soft matter
F Sammüller, S Robitschko, S Hermann, M Schmidt
arXiv preprint arXiv:2403.07845, 2024
2024
Connecting simulations, functionals and machine learning to describe correlations and forces in equilibrium and nonequilibrium fluids
F Sammüller
2024
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Articles 1–17