Original ResearchPublished 19 August 2026Graph Neural Networks with dilated convolutions for geomagnetic field forecasting: a single-station topological approachBryan Tipán · Ericson López · William Carvajal · Leonel GuamánFrontiers in Astronomy and Space Sciencesdoi 10.3389/fspas.2026.1854971