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From the 4 of 58 papers with an AI index.

most citedGWTC-4.0: Updating the Gravitational-Wave Transient Catalog with Observations from the First Part of the Fourth LIGO-Virgo-KAGRA Observing Run

38 citations

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cond-mat.soft2026

Machine-Learned Many-Body Potentials for Charged Colloids reveal Gas-Liquid Spinodal Instabilities only in the strong-coupling regime of Primitive Models

Thijs ter Rele, René van Roij, Marjolein Dijkstra

Past experimental observations of gas-liquid and gas-crystal coexistence in low-salinity suspensions of highly charged colloids have suggested the existence of like-charge attracti…

cond-mat.soft2026

Shaping boundaries to control and transport topological defects in colloidal nematic liquid crystals

Gerardo Campos-Villalobos, André F. V. Matias, Ethan I. L. Jull +2

Anisotropic rod-like particles form liquid crystalline phases with varying degrees of orientational and translational order. When confined geometrically, these phases can give rise…

cond-mat.soft2026

Dynamic bidirectional coupling of membrane morphology and rod organization in flexible vesicles

Stijn van der Ham, André F. V. Matias, Marjolein Dijkstra +1

The ordering of rod-like particles in soft, deformable containers emerges from the interplay of anisotropic interactions, geometric confinement, and boundary compliance. This compe…

cond-mat.soft2026

From Knots to Crystals: Machine-Learned Potentials for Self-Assembling Topological Solitons in Liquid Crystals

Arunkumar Bupathy, Darian Hall, Ivan I. Smalyukh +3

Knotted fields in classical and quantum systems have long been recognized for their non-trivial topologies and particle-like behavior, but practical applications have been limited…