• Arbitrary-order finite-Ttme corrections for the Kramers–Moyal operator 

      Gorjao, Leonardo; Witthaut, Dirk; Lehnertz, Klaus; Lind, Pedro (Peer reviewed; Journal article, 2021)
      : With the aim of improving the reconstruction of stochastic evolution equations from empirical time-series data, we derive a full representation of the generator of the Kramers–Moyal operator via a power-series expansion ...
    • Complexity and irreducibility of dynamics on networks of networks 

      Rydin Gorjao, Leonardo; Saha, Arindam; Ansmann, Gerrit; Feudel, Ulrike; Lehnertz, Klaus (Peer reviewed; Journal article, 2018)
      We study numerically the dynamics of a network of all-to-all-coupled, identical sub-networks consisting of diffusively coupled, non-identical FitzHugh–Nagumo oscillators. For a large range of within- and between-network ...