Copertina

Machine learning short-ranged many-body interactions in colloidal systems using descriptors based on Voronoi cells

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Alkemade, Rinske M., Sknepnek, Rastko, Smallenburg, Frank, Filion, Laura
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Soft Condensed Matter
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

Characterizing the cage state of glassy systems and its sensitivity to frozen boundaries
di: Alkemade, Rinske M., et al.
Pubblicazione: (2025)

Determining fluid-crystal phase boundaries for a binary hard-sphere mixture using direct-coexistence simulations
di: Alkemade, Rinske M., et al.
Pubblicazione: (2026)

In search of a precursor for crystal nucleation of hard and charged colloids
di: de Jager, Marjolein, et al.
Pubblicazione: (2023)

Freezing line of polydisperse hard spheres via direct-coexistence simulations
di: Castagnède, Antoine, et al.
Pubblicazione: (2025)

Comment on "The elusive fluid-and-crystal coexistence state in simulations of monodisperse, hard-sphere colloids"
di: Smallenburg, Frank
Pubblicazione: (2026)

A hard-sphere quasicrystal stabilized by configurational entropy
di: Fayen, Etienne, et al.
Pubblicazione: (2023)

Solid-angle based nearest-neighbor algorithm adapted for systems with low coordination number
di: Ulugöl, Alptuğ, et al.
Pubblicazione: (2025)

Fast event-driven simulations for soft spheres: from dynamics to Laves phase nucleation
di: Castagnède, Antoine, et al.
Pubblicazione: (2024)

Comparing unsupervised learning methods for local structural identification in colloidal systems
di: Ulugöl, Alptuğ, et al.
Pubblicazione: (2025)

Pure many-body interactions in colloidal systems by artificial random light fields
di: Muster, Augustin, et al.
Pubblicazione: (2025)

Machine learning many-body potentials for charged colloids in primitive 1:1 electrolytes
di: ter Rele, Thijs, et al.
Pubblicazione: (2025)

Emergent Dynamics of Active Systems on Curved Environments
di: Mackay, Euan D., et al.
Pubblicazione: (2025)

Active Filaments on Curved Surfaces: From Single Filaments to Dilute Suspensions
di: Janzen, Giulia, et al.
Pubblicazione: (2025)

Cell-level modelling of homeostasis in confined epithelial monolayers
di: Chaithanya, KVS, et al.
Pubblicazione: (2024)

Local composition fluctuations act as precursors for crystal nucleation in polydisperse hard spheres
di: de Jager, Marjolein, et al.
Pubblicazione: (2025)

Statistical mechanics of crystal nuclei of hard spheres
di: de Jager, Marjolein, et al.
Pubblicazione: (2024)

A simple and accurate method to determine fluid-crystal phase boundaries from direct coexistence simulations
di: Smallenburg, Frank, et al.
Pubblicazione: (2024)

Vertex model with internal dissipation enables sustained flows
di: Rozman, Jan, et al.
Pubblicazione: (2023)

Tuning pair interactions in colloidal systems using random light fields
di: Muster, Augustin, et al.
Pubblicazione: (2025)

Persistence-Driven Void Formation in Dense Active-Passive Mixtures
di: Janzen, Giulia, et al.
Pubblicazione: (2026)

Simulating hydrodynamic interactions in colloidal suspensions using multiparticle collision dynamics with rigid-body constraints
di: Bush, Michaela, et al.
Pubblicazione: (2026)

Correlated cell movements drive epithelial finger formation
di: Kammeraat, Sander C., et al.
Pubblicazione: (2025)

Crystal Nucleation of Highly-Screened Charged Colloids
di: de Jager, Marjolein, et al.
Pubblicazione: (2022)

Defects Enhance Stability in 12-fold Symmetric Soft-Matter Quasicrystals
di: Ulugöl, Alptuğ, et al.
Pubblicazione: (2024)

Self-assembly of quasicrystals under cyclic shear
di: Maire, Raphaël, et al.
Pubblicazione: (2026)

Direct experimental measurement of many-body hydrodynamic interactions with optical tweezers
di: Kim, Dae Yeon, et al.
Pubblicazione: (2025)

Patterns with long and short-range order in monoloyers of binary mixtures with competing interactions
di: Litniewski, M., et al.
Pubblicazione: (2025)

Self-consistent electrostatic formalism of bulk electrolytes based on the asymmetric treatment of the short- and long-range ion interactions
di: Buyukdagli, Sahin
Pubblicazione: (2024)

Neural force functional for non-equilibrium many-body colloidal systems
di: Zimmerman, Toni, et al.
Pubblicazione: (2024)

Phase behavior and crystal nucleation of hard triangular prisms
di: de Jager, Marjolein, et al.
Pubblicazione: (2024)

Machine learning evaluation of structural descriptors for supercooled water
di: Yoshikawa, Kohei, et al.
Pubblicazione: (2026)

Hydrodynamic interactions in a binary-mixture colloidal monolayer
di: Chamorro-Burgos, M., et al.
Pubblicazione: (2026)

Self-organization of active colloids mediated by chemical interactions
di: Peng, Zhiwei, et al.
Pubblicazione: (2024)

Many-body interactions between contracting living cells
di: Golkov, Roman, et al.
Pubblicazione: (2023)

Dynamical and structural properties of an absorbing phase transition: a case study from granular systems
di: Maire, Raphael, et al.
Pubblicazione: (2025)

Anisotropic DLVO-like interaction for charge patchiness in colloids and proteins
di: Gnidovec, Andraž, et al.
Pubblicazione: (2024)

Anisotropic interactions induce dynamical arrest in artificial colloidal ice
di: Alanis-Cantú, Leonardo G., et al.
Pubblicazione: (2026)

Unraveling the impact of competing interactions on non-equilibrium colloidal gelation
di: Opdam, Joeri, et al.
Pubblicazione: (2025)

Direct measurement of osmotic pressure and interparticle interactions in colloidal dispersions
di: Saito, Keita, et al.
Pubblicazione: (2026)

Inhomogeneous steady shear dynamics of a three-body colloidal gel former
di: Sammüller, Florian, et al.
Pubblicazione: (2022)