Litcius/Paper detail

Forecasting chaotic time series: Comparative performance of LSTM-based and Transformer-based neural network

João Valle, Odemir Martinez Bruno

2025Chaos Solitons & Fractals15 citationsDOI

Topics & Concepts

Artificial neural networkChaoticComputer scienceSeries (stratigraphy)TransformerTime seriesArtificial intelligencePattern recognition (psychology)Control theory (sociology)Machine learningEngineeringVoltageBiologyControl (management)Electrical engineeringPaleontologyNeural Networks and ApplicationsTime Series Analysis and ForecastingChaos control and synchronization