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cs.LG 1

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2025 1

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CONDITIONAL 1

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Recurrent Neural Operators: Stable Long-Term PDE Prediction

cs.LG · 2025-05-27 · conditional · novelty 5.0

Recurrently training neural operators on their own predictions reduces long-term forecast error and error growth compared with teacher forcing, though the theoretical linear-growth proof depends on an unproven assumption.

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  • Recurrent Neural Operators: Stable Long-Term PDE Prediction cs.LG · 2025-05-27 · conditional · none · ref 2

    Recurrently training neural operators on their own predictions reduces long-term forecast error and error growth compared with teacher forcing, though the theoretical linear-growth proof depends on an unproven assumption.