Veröffentlichungen "Sammüller, Florian"

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)

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 der Verlagsversion: 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 der Verlagsversion: 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 0953-8984
DOI der Verlagsversion: https://doi.org/10.1088/1361-648X/ad326f

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 der Verlagsversion: https://doi.org/10.1088/2632-2153/ad7191

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 0953-8984
DOI der Verlagsversion: https://doi.org/10.1088/1361-648X/ace50c

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 0953-8984
DOI der Verlagsversion: https://doi.org/10.1088/1361-648X/accb33

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 der Verlagsversion: https://doi.org/10.1063/5.0130655