We model an actuated turbulent boundary layer with a cluster-based network model (CNM), an automatable data-driven methodology for robust nonlinear reduced-order modelling from time-resolved snapshot data. In the kinematical coarse-graining, the snapshots are clustered into a few centroids ...
This study introduces the Extended Cluster-based Network Modeling (eCNM), a methodology to analyze complex fluid flows. The eCNM focuses on characterizing dynamics within specific subspaces or subsets of variables, providing valuable insights into complex flow phenomena. The effectiveness of the eCNM ...
Rather new techniques are to be developed or variants of existing techniques are required which take into account the unique attributes of a UAV network. Bilal et al. [10] used the multi cluster-based approach, in which each cluster consists of a fixed number of UAVs and one UAV is ...