Direct data-driven forecast of local turbulent heat flux in Rayleigh-Bénard convection. - Sandeep Pandey; Philipp Teutsch; Patrick Mäder; Jörg Schumacher (CoRR, 2022)

Flipped Classroom: Effective Teaching for Time Series Forecasting. - Philipp Teutsch; Patrick Mäder (Trans. Mach. Learn. Res., 2022)

A systematic study of Echo State Networks topologies for chaotic time series prediction. - Johannes Viehweg; Philipp Teutsch; Patrick Mäder (Neurocomputing, 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)