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Dynamical pattern formation without self-attraction in quorum-sensing active matter: the interplay between nonreciprocity and motility

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arxiv 2306.07904 v2 pith:OR2OTXEW submitted 2023-06-13 cond-mat.stat-mech cond-mat.soft

classification cond-mat.stat-mechcond-mat.soft
keywords bandsdynamicalphasechaoticchasingformationmodelnonreciprocity
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We study a minimal model involving two species of particles interacting via quorum-sensing rules. Combining simulations of the microscopic model and linear stability analysis of the associated coarse-grained field theory, we identify a mechanism for dynamical pattern formation that does not rely on the standard route of intra-species effective attractive interactions. Instead, our results reveal a highly dynamical phase of chasing bands induced only by the combined effects of self-propulsion and nonreciprocity in the inter-species couplings. Turning on self-attraction, we find that the system may phase separate into a macroscopic domain of such chaotic chasing bands coexisting with a dilute gas. We show that the chaotic dynamics of bands at the interfaces of this phase-separated phase results in anomalously slow coarsening.

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  1. Alignment Quality Index (AQI) : Beyond Refusals: AQI as an Intrinsic Alignment Diagnostic via Latent Geometry, Cluster Divergence, and Layer wise Pooled Representations

    cs.CL 2025-06 reject novelty 4.0 of 10

    AQI is a latent-activation clustering score intended as a decoding-invariant proxy for LLM alignment quality.

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