Author

Jesús Cerquides

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#graph neural networks Open access Sep 2026

Modeling link recommendations as a network growth mechanism and their impact on social contagion

It is shown that while simple contagions exhibit relatively modest shifts under most recommenders, complex contagions are highly sensitive to clustering-and homophily-based recommendations, thriving at moderate recommendation strengths but sharply diminishing under excessive recommendation strength.

Björn Komander, Jesús Cerquides, Jeffrey Chan et al. · Online Soc. Networks Media · 1 citation

Jul 2026

Agentic Calibration of Grey-Box Simulation Models: An LLM-Driven Alternative

This work introduces an agentic calibration method in which a large language model acts as the optimizer, with constraints incorporated as a plain-language section of the system prompt, and evaluates the agentic method, NM, and Bayesian Optimization on an anal cancer simulation model under both unconstrained and clinic...

David Gómez-Guillén, Mireia Díaz, J. L. Arcos et al. · arXiv.org · 0 citations