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Roberto Morales

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#machine learning Preprint Sep 2026

Bi-HYCO: Bi-Objective Cooperative Learning for PDE Parameter Identification under Fragmented Observations

This work proposes Bi-Objective HYCO (Bi-HYCO), a cooperative framework that retains both representations and their local observational objectives while coupling their predicted states at unlabeled interaction points, and shows that removing state interaction while retaining aggregation deteriorates parameter recovery...

Umberto Biccari, Jun Chen, Roberto Morales et al. · 0 citations

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