Machine Learning in Smart Hydrogel 4D Printing: Advances, Challenges, and Translational Perspectives

Shahad Almansour, Lulwah M. Alkwai, Kusum Yadav, Debashis Dutta

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DOI: 10.1007/s10439-026-04400-6
Published: 2026-11-06
Container: Annals of Biomedical Engineering
Publisher: Springer Science and Business Media LLC
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1007/s10439-026-04400-6,
  title = {Machine Learning in Smart Hydrogel 4D Printing: Advances, Challenges, and Translational Perspectives},
  author = {Shahad Almansour and Lulwah M. Alkwai and Kusum Yadav and Debashis Dutta},
  year = {2026},
  journal = {Annals of Biomedical Engineering},
  doi = {10.1007/s10439-026-04400-6},
  url = {https://doi.org/10.1007/s10439-026-04400-6}
}

RIS

TY  - JOUR
TI  - Machine Learning in Smart Hydrogel 4D Printing: Advances, Challenges, and Translational Perspectives
AU  - Shahad Almansour
AU  - Lulwah M. Alkwai
AU  - Kusum Yadav
AU  - Debashis Dutta
PY  - 2026
JO  - Annals of Biomedical Engineering
DO  - 10.1007/s10439-026-04400-6
UR  - https://doi.org/10.1007/s10439-026-04400-6
ER  -

APA

Almansour, S., Alkwai, L. M., Yadav, K., & Dutta, D. (2026). Machine Learning in Smart Hydrogel 4D Printing: Advances, Challenges, and Translational Perspectives. Annals of Biomedical Engineering. https://doi.org/10.1007/s10439-026-04400-6

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crossref · retrieved 2026-11-07T21:26:32.848Z