Veröffentlichungen "Sammüller, Florian"

2024

Sammüller, Florian:
Connecting simulations, functionals and machine learning to describe correlations and forces in equilibrium and nonequilibrium fluids.
Bayreuth , 2024 . - VIII, 217 S.
( Dissertation, 2024 , Universität Bayreuth, Fakultät für Mathematik, Physik und Informatik)
DOI: https://doi.org/10.15495/EPub_UBT_00007726

Robitschko, Silas ; Sammüller, Florian ; Schmidt, Matthias ; Hermann, Sophie:
Hyperforce balance via thermal Noether invariance of any observable.
In: Communications Physics. Bd. 7 (2024) . - 103.
ISSN 2399-3650
DOI: https://doi.org/10.1038/s42005-024-01568-y

Zimmermann, Toni ; Sammüller, Florian ; Hermann, Sophie ; Schmidt, Matthias ; de las Heras, Daniel:
Neural force functional for non-equilibrium many-body colloidal systems.
In: Machine Learning: Science and Technology. Bd. 5 (2024) Heft 3 . - 035062.
ISSN 2632-2153
DOI: https://doi.org/10.1088/2632-2153/ad7191

Hermann, Sophie ; Sammüller, Florian ; Schmidt, Matthias:
Noether invariance theory for the equilibrium force structure of soft matter.
In: Journal of Physics A: Mathematical and Theoretical. Bd. 57 (2024) Heft 17 . - 175001.
ISSN 1751-8113
DOI: https://doi.org/10.1088/1751-8121/ad3ab2

Sammüller, Florian ; Schmidt, Matthias:
Why hyperdensity functionals describe any equilibrium observable.
In: Journal of Physics: Condensed Matter. Bd. 37 (2024) Heft 8 . - 083001.
ISSN 0953-8984
DOI: https://doi.org/10.1088/1361-648X/ad98da

Sammüller, Florian ; Hermann, Sophie ; Schmidt, Matthias:
Why neural functionals suit statistical mechanics.
In: Journal of Physics: Condensed Matter. Bd. 36 (2024) Heft 24 . - 243002.
ISSN 1361-648X
DOI: https://doi.org/10.1088/1361-648X/ad326f

2023

Sammüller, Florian ; Hermann, Sophie ; Schmidt, Matthias:
Comparative study of force-based classical density functional theory.
In: Physical Review E. Bd. 107 (2023) . - 034109.
ISSN 2470-0053
DOI: https://doi.org/10.1103/PhysRevE.107.034109

Sammüller, Florian ; de las Heras, Daniel ; Schmidt, Matthias:
Inhomogeneous steady shear dynamics of a three-body colloidal gel former.
In: The Journal of Chemical Physics. Bd. 158 (2023) Heft 5 . - 054908.
ISSN 0021-9606
DOI: https://doi.org/10.1063/5.0130655

Eckert, Tobias ; Stuhlmüller, Nico C. X. ; Sammüller, Florian ; Schmidt, Matthias:
Local measures of fluctuations in inhomogeneous liquids : statistical mechanics and illustrative applications.
In: Journal of Physics: Condensed Matter. Bd. 35 (2023) Heft 42 . - 425102.
ISSN 1361-648X
DOI: https://doi.org/10.1088/1361-648X/ace50c

Sammüller, Florian ; Hermann, Sophie ; de las Heras, Daniel ; Schmidt, Matthias:
Neural functional theory for inhomogeneous fluids : Fundamentals and applications.
In: Proceedings of the National Academy of Sciences. Bd. 120 (2023) . - e2312484120.
ISSN 1091-6490
DOI: https://doi.org/10.1073/pnas.2312484120

Sammüller, Florian ; Hermann, Sophie ; de las Heras, Daniel ; Schmidt, Matthias:
Noether-Constrained Correlations in Equilibrium Liquids.
In: Physical Review Letters. Bd. 130 (2023) . - 268203.
ISSN 1079-7114
DOI: https://doi.org/10.1103/PhysRevLett.130.268203

de las Heras, Daniel ; Zimmermann, Toni ; Sammüller, Florian ; Hermann, Sophie ; Schmidt, Matthias:
Perspective: How to overcome dynamical density functional theory.
In: Journal of Physics: Condensed Matter. Bd. 35 (2023) Heft 27 . - 271501.
ISSN 1361-648X
DOI: https://doi.org/10.1088/1361-648X/accb33

2021

Sammüller, Florian ; Schmidt, Matthias:
Adaptive Brownian Dynamics.
In: The Journal of Chemical Physics. Bd. 155 (2021) . - 134107.
ISSN 0021-9606
DOI: https://doi.org/10.1063/5.0062396