Research
On-device research index

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

Trend · papers per month

count% of corpus
0111 · Jan 202519922001200920172026
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 ↗