On the prediction of the turbulent flow behind cylinder arrays via echo state networks. - Mohammad Sharifi Ghazijahani; Christian Cierpka (Mach. Learn. Sci. Technol., 2024)

On the spatial prediction of the turbulent flow behind an array of cylinders via echo state networks. - Mohammad Sharifi Ghazijahani; Christian Cierpka (Eng. Appl. Artif. Intell., 2025)

Slim multi-scale convolutional autoencoder-based reduced-order models for interpretable features of a complex dynamical system. - Philipp Teutsch; Philipp Pfeffer; Mohammad Sharifi Ghazijahani; Christian Cierpka; Jörg Schumacher; Patrick Mäder (CoRR, 2025)