Physics-informed machine learning for automatic model reduction in chemical reaction networks.

Pateras J, Zhang C, Majumdar S, Pal A, Ghosh P

DOI: 10.1038/s41598-025-92680-8
Published: 2025 Mar 7
Container: Scientific reports
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1038/s41598-025-92680-8,
  title = {Physics-informed machine learning for automatic model reduction in chemical reaction networks.},
  author = {Pateras J and Zhang C and Majumdar S and Pal A and Ghosh P},
  year = {2025},
  journal = {Scientific reports},
  doi = {10.1038/s41598-025-92680-8},
  url = {https://doi.org/10.1038/s41598-025-92680-8}
}

RIS

TY  - JOUR
TI  - Physics-informed machine learning for automatic model reduction in chemical reaction networks.
AU  - Pateras J
AU  - Zhang C
AU  - Majumdar S
AU  - Pal A
AU  - Ghosh P
PY  - 2025
JO  - Scientific reports
DO  - 10.1038/s41598-025-92680-8
UR  - https://doi.org/10.1038/s41598-025-92680-8
ER  -

APA

J, P., C, Z., S, M., A, P., & P, G. (2025). Physics-informed machine learning for automatic model reduction in chemical reaction networks.. Scientific reports. https://doi.org/10.1038/s41598-025-92680-8

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pubmed · retrieved 2026-09-27T08:41:59.535Z