Robustness of LSTM neural networks for multi-step forecasting of chaotic time seriesMatteo Sangiorgio, Fabio Dercole|Chaos Solitons & Fractals|2020Cited by 208
Forecasting of noisy chaotic systems with deep neural networksMatteo Sangiorgio, Giorgio Guariso, Fabio Dercole|Chaos Solitons & Fractals|2021Cited by 77
An empirical assessment of the universality of ANNs to predict oscillatory time seriesFabio Dercole, Yunus Schmirander, Matteo Sangiorgio|IFAC-PapersOnLine|2020Cited by 20
Deep Learning in Multi-step Prediction of Chaotic DynamicsMatteo Sangiorgio, Giorgio Guariso, Fabio Dercole|SpringerBriefs in applied sciences and technology|2021Cited by 11