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Giovanni Abati

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#machine learning Preprint Aug 2026

Dandelion: A Spherical Flower for Neural Simulation of Planetary Dynamics

An evolving benchmark suite of challenging, natively-spherical PDE datasets including a modified Galewsky jet, anomalous chained turbulence, Cahn-Hilliard decomposition, spherical Riemann shocks, Held-Suarez dry atmospheric transport and global ocean dynamics are released.

T. Muser, Giovanni Abati, Ivan Dokmanic · 0 citations

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