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Fudan University, Shanghai Artificial Intelligence Laboratory
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Complex developmental branching and population extrapolation can be resolved with closed-form linear latent operators rather than brittle neural ODEs by framing cell memory through Koopman-Mori-Zwanzig theory.
Predict catastrophic shifts in climate, ecosystems, and economics far earlier than previously possible by combining reservoir computing with dynamical systems analysis.
