Francesco Sorrentino

Reservoir computing for forecasting non-autonomous dynamics with hidden regime variations.

A multi-regime RC framework in which multiple readouts are trained under different dynamical conditions and combined through a short observation window to form a trajectory-dependent linear readout enables both regime identification and adaptation to unseen or intermediate dynamics.