29 citations · 38 across the 4 of their papers we have counts for
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cs.LG2024★ 1 cited
Graph Neural Networks and Spatial Information Learning for Post-Processing Ensemble Weather Forecasts
Moritz Feik, Sebastian Lerch, Jan Stühmer
Ensemble forecasts from numerical weather prediction models show systematic errors that require correction via post-processing. While there has been substantial progress in flexibl…
physics.chem-ph2024★ 29 cited
Grappa -- A Machine Learned Molecular Mechanics Force Field
Leif Seute, Eric Hartmann, Jan Stühmer +1
Simulating large molecular systems over long timescales requires force fields that are both accurate and efficient. In recent years, E(3) equivariant neural networks have lifted th…