Self-organized Patterns in Predator-Prey Droplet Systems

17 May 2024, Version 1
This content is a preprint and has not undergone peer review at the time of posting.

Abstract

Non-equilibrium patterns are widespread in nature and often arise from the self-organization of constituents through nonreciprocal chemotactic interactions. In this study, we demonstrate how active oil-in-water droplet mixtures with predator-prey interactions can result in a variety of self-organized patterns. By manipulating physical parameters, the droplet diameter ratio and number ratio, we identify distinct classes of patterns within a binary droplet system, rationalize the pattern formation, and quantify motilities. Experimental results are recapitulated in numerical simulations using a minimal computational model that solely incorporates chemotactic interactions and steric repulsion among the constituents. The time evolution of the patterns is investigated and chemically explained. We also investigate how patterns vary with differing interaction strength by altering surfactant composition. Leveraging insights from the binary droplet system, the framework is extended to a ternary droplet mixture composed of multiple chasing droplet pairs to create chemically directed hierarchical organization. Our findings demonstrate how rationalizable, self-organized patterns can be programmed in a chemically minimal system and provide the basis for exploration of emergent organization and higher order complexity in active colloids.

Keywords

Self-organization
active matter
colloids
non-reciprocity
pattern formation

Supplementary materials

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Supporting Information
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Methods, analyses, supporting figures, video captions
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Video S1
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Predator and prey droplets self-organized into closed-packed clusters
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Video S2
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Chains and loops formed by predator-prey droplets
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Dynamic phase diagram
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Trail avoidance
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Disintegration of flower patterns in 0.5 wt% Triton X-100 surfactant over time
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Video S6
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Failed pattern formation with weakened interactions between predators and prey upon mixing surfactants
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