Time-Delayed Transformers for Data-Driven Modeling of Low-Dimensional Dynamics

Albert Alcalde, Markus Widhalm, Emre Yılmaz

We propose the time-delayed transformer (TD-TF), a simplified transformer architecture for data-driven modeling of unsteady spatio-temporal dynamics. TD-TF bridges linear operator-…