Abstract
Complex dynamical systems may have critical thresholds at which the system shifts abruptly from one state to
another. Such critical transitions have been observed in systems ranging from the human body system to financial
markets and the Earth system. Forecasting the timing of critical transitions before they are reached is of paramount
importance
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