Graph neural network surrogates to leverage mechanistic expert knowledge towards reliable and immediate pandemic response
- DOI
- 10.1038/s41598-026-39431-5
- Published
- 2026-02-13
- Container
- Scientific Reports
- Publisher
- Springer Science and Business Media LLC
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1038/s41598-026-39431-5,
title = {Graph neural network surrogates to leverage mechanistic expert knowledge towards reliable and immediate pandemic response},
author = {Agatha Schmidt and Henrik Zunker and Alexander Heinlein and Martin J. Kühn},
year = {2026},
journal = {Scientific Reports},
doi = {10.1038/s41598-026-39431-5},
url = {https://doi.org/10.1038/s41598-026-39431-5}
}RIS
TY - JOUR TI - Graph neural network surrogates to leverage mechanistic expert knowledge towards reliable and immediate pandemic response AU - Agatha Schmidt AU - Henrik Zunker AU - Alexander Heinlein AU - Martin J. Kühn PY - 2026 JO - Scientific Reports DO - 10.1038/s41598-026-39431-5 UR - https://doi.org/10.1038/s41598-026-39431-5 ER -
APA
Schmidt, A., Zunker, H., Heinlein, A., & Kühn, M. J. (2026). Graph neural network surrogates to leverage mechanistic expert knowledge towards reliable and immediate pandemic response. Scientific Reports. https://doi.org/10.1038/s41598-026-39431-5
Source records
- crossref · retrieved 2026-09-26T12:33:12.758Z