Physics-Informed Long Short-Term Memory for Forecasting and Reconstruction of Chaos

Elise Özalp, Georgios Margazoglou, Luca Magri

We present the Physics-Informed Long Short-Term Memory (PI-LSTM) network to reconstruct and predict the evolution of unmeasured variables in a chaotic system. The training is const…