Early warning signals in phase space: geometric resilience loss indicators from multiplex cumulative recurrence networks

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SUMMARY

    In a clinical setting, such transitions often concern sudden changes in symptom severity associated with the onset of disease or psychopathology (see e_g, Leemput et_al, 2014; Cramer et_al, 2016; Fartacek et_al, 2016; Wichers et_al, 2016), or, conversely, they might herald onset of recovery due to psychological or medical interventions (see e_g, Kowalik et_al, 2010; Lichtwarck-Aschoff et_al, 2012; Olthof et_al, 2019a, Olthof et_al, 2019b). Olthof et_al, 2022) and the EWS generally refer to well-known critical phenomena observed around the tipping points of thermodynamical, chemical and ecological systems (Scholz et_al, 1987; Scheffer et_al, 2009 . . .

     

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