Critical prediction of first-order phase transitions based on next-generation reservoir computing.

In complex systems, accurately predicting the critical points of first-order phase transitions, such as explosive death, is crucial for early warning and risk management. This study constructs a parameter-aware next-generation reservoir computing (PN…

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