Time Series Forecasting
Forecasting comparison of different neural architectures on the Multiscale Lorenz-96 system

Optimizing Sequence Models for Dynamical Systems

Ablation study deconstructing sequence models. Attention-augmented Recurrent Highway Networks outperform Transformers on …