Critical prediction of first-order phase transitions based on next-generation reservoir computing
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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 (PNGRC) frame... ...