Physics-Informed Neural Networks for Thermo-Responsive Hydrogel Swelling: Integrating Constitutive Models with Sparse Experimental Data.
- DOI
- 10.3390/ma18235401
- Published
- 2025 Nov 30
- Container
- Materials (Basel, Switzerland)
- Publisher
- Not recorded
- Open access
- yes
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Cite this work
BibTeX
@article{allodium:10.3390/ma18235401,
title = {Physics-Informed Neural Networks for Thermo-Responsive Hydrogel Swelling: Integrating Constitutive Models with Sparse Experimental Data.},
author = {Takmili SA and Choi E and Ostadrahimi A and Baghani M},
year = {2025},
journal = {Materials (Basel, Switzerland)},
doi = {10.3390/ma18235401},
url = {https://doi.org/10.3390/ma18235401}
}RIS
TY - JOUR TI - Physics-Informed Neural Networks for Thermo-Responsive Hydrogel Swelling: Integrating Constitutive Models with Sparse Experimental Data. AU - Takmili SA AU - Choi E AU - Ostadrahimi A AU - Baghani M PY - 2025 JO - Materials (Basel, Switzerland) DO - 10.3390/ma18235401 UR - https://doi.org/10.3390/ma18235401 ER -
APA
SA, T., E, C., A, O., & M, B. (2025). Physics-Informed Neural Networks for Thermo-Responsive Hydrogel Swelling: Integrating Constitutive Models with Sparse Experimental Data.. Materials (Basel, Switzerland). https://doi.org/10.3390/ma18235401
Source records
- pubmed · retrieved 2026-11-10T10:09:39.540Z