@article{positionadynamicalsystemsperspectiveisne,
  title = {Position: A Dynamical Systems Perspective is Needed to Advance Time Series Modeling},
  author = {Daniel Durstewitz and Christoph Jürgen Hemmer and Florian Hess and Charlotte Ricarda Doll and Lukas Eisenmann},
  year = {2026},
  eprint = {2602.16864},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2602.16864},
}