Author

Pierre Gentine

2 papers indexed here

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Preprint Aug 2026

Koopman early warning signals for bifurcation and rate-induced tipping

Abrupt transitions in complex systems are often preceded by early warning signals. However, most indicators rely on the notion of critical slowing down and do not generally extend to rate-induced tipping where transitions can occur without local loss of stability. This is problematic in stochastic, nonautonomous system...

J. Nathaniel, C. Roesch, Derek DeSantis et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Neptune: An AI model for Global Ocean Subseasonal Prediction

Subseasonal-to-seasonal (S2S) forecasting is societally critical, supporting decision-making in sectors ranging from water and agricultural management to disaster risk reduction, energy planning, and insurance. Achieving reliable predictions at these timescales requires representing the ocean and its dynamics, but trad...

Davide Donno, I. Epicoco, M. Cafaro et al. · 0 citations