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.
Multiasset financial bubbles in an agent-based model with noise traders’ herding described by ann-vector Ising model.Physical Review Research, 5(1):013009
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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.