GeomHerd detects herding via Ollivier-Ricci curvature on agent-interaction graphs from multi-agent LLM simulations, anticipating coordination hundreds of steps before price-based signals and linking to CSAD via mean-field theory.
Community detection on networks with Ricci flow.Scientific Reports, 9:9984
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GeomHerd: A Forward-looking Herding Quantification via Ricci Flow Geometry on Agent Interactive Simulations
GeomHerd detects herding via Ollivier-Ricci curvature on agent-interaction graphs from multi-agent LLM simulations, anticipating coordination hundreds of steps before price-based signals and linking to CSAD via mean-field theory.