@article{nonlineardimensionalityreductionthenand, title = {Nonlinear dimensionality reduction then and now: AIMs for dissipative PDEs in the ML era}, author = {Eleni D. Koronaki and Nikolaos Evangelou and Cristina P. Martin-Linares and Edriss S. Titi and Ioannis G. Kevrekidis}, year = {2023}, eprint = {2310.15816}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2310.15816v1}, }