Author

G. Acciarini

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#artificial intelligence Preprint Sep 2026

Continuous Learning of Gravity Field Irregularities Around Small Bodies via Neural Hamiltonian ODEs

We propose to learn the unknown dynamics in the proximity of a small body directly from tracking data, representing them as a feed-forward neural network embedded in the system Hamiltonian. The equations of motion form a Neural Hamiltonian Ordinary Differential Equation, whose variational equations provide exact traini...

G. Acciarini, Dario Izzo · 0 citations

#artificial intelligence Preprint Sep 2026

Methane Detection On Board Satellites from Unorthorectified Imagery

As a potent greenhouse gas, methane is a major driver of climate change. Its effective mitigation relies on timely detection. Conventional detection methods rely on orthorectification to correct geometric distortions and matched filters to enhance plume signals, which are steps designed for ground processing and poorly...

L. Marini, Maggie Chen, Hala Lamdouar et al. · 0 citations