@article{exactfixedpointconstraintsinneuralodeswi,
  title = {Exact Fixed-Point Constraints in Neural-ODEs with Provable Universality},
  author = {Feliciano Giuseppe Pacifico and Duccio Fanelli and Lorenzo Buffoni and Lorenzo Chicchi and Diego Febbe and Raffaele Marino},
  year = {2026},
  eprint = {2605.10613},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.10613},
}