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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,695 papers · 148 categories

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1 result for “Metapopulation”
Modeling COVID-19 spread in the USA using metapopulation SIR models coupled with graph convolutional neural networksstat.ML

Extends GCN-SIR model for US COVID-19 spread analysis.

problem Modeling COVID-19 spread in the USA using SIR models and graph approaches.
method Coupling GCNs with SIR models to estimate mobility and hyperparameters.
result GCN-SIR approach outperforms existing methods for US data.
COVID-19SIR modelGraph Convolutional Neural NetworksMetapopulationReproduction number
2025-01-03abs ↗pdf ↗