Topological data analysis and topological deep learning beyond persistent homology: a review.

Su Z, Liu X, Hamdan LB, Maroulas V, Wu J, Carlsson G, Wei GW

DOI: 10.1007/s10462-025-11462-w
Published: 2026 Feb
Container: Artificial intelligence review
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1007/s10462-025-11462-w,
  title = {Topological data analysis and topological deep learning beyond persistent homology: a review.},
  author = {Su Z and Liu X and Hamdan LB and Maroulas V and Wu J and Carlsson G and Wei GW},
  year = {2026},
  journal = {Artificial intelligence review},
  doi = {10.1007/s10462-025-11462-w},
  url = {https://doi.org/10.1007/s10462-025-11462-w}
}

RIS

TY  - JOUR
TI  - Topological data analysis and topological deep learning beyond persistent homology: a review.
AU  - Su Z
AU  - Liu X
AU  - Hamdan LB
AU  - Maroulas V
AU  - Wu J
AU  - Carlsson G
AU  - Wei GW
PY  - 2026
JO  - Artificial intelligence review
DO  - 10.1007/s10462-025-11462-w
UR  - https://doi.org/10.1007/s10462-025-11462-w
ER  -

APA

Z, S., X, L., LB, H., V, M., J, W., G, C., & GW, W. (2026). Topological data analysis and topological deep learning beyond persistent homology: a review.. Artificial intelligence review. https://doi.org/10.1007/s10462-025-11462-w

Source records

pubmed · retrieved 2026-09-26T03:01:53.305Z
europe-pmc · retrieved 2026-09-26T03:01:53.295Z