Stoichiometric Modeling and Stability Analysis of Synthesis of Alkane Reactions Using PINNs with PDFP Optimization: Applications in Pharmaceutical, Rubber, and Fuel

Muhammad Israr, Muhammad Kaleem, Mubarak Zaman, Syed Adeel Hussain Shah, Muhammad Siraj, Muhammad Asif

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DOI: 10.1021/acs.jcim.6c00046
Published: 2026-04-08
Container: Journal of Chemical Information and Modeling
Publisher: American Chemical Society (ACS)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1021/acs.jcim.6c00046,
  title = {Stoichiometric Modeling and Stability Analysis of Synthesis of Alkane Reactions Using PINNs with PDFP Optimization: Applications in Pharmaceutical, Rubber, and Fuel},
  author = {Muhammad Israr and Muhammad Kaleem and Mubarak Zaman and Syed Adeel Hussain Shah and Muhammad Siraj and Muhammad Asif},
  year = {2026},
  journal = {Journal of Chemical Information and Modeling},
  doi = {10.1021/acs.jcim.6c00046},
  url = {https://doi.org/10.1021/acs.jcim.6c00046}
}

RIS

TY  - JOUR
TI  - Stoichiometric Modeling and Stability Analysis of Synthesis of Alkane Reactions Using PINNs with PDFP Optimization: Applications in Pharmaceutical, Rubber, and Fuel
AU  - Muhammad Israr
AU  - Muhammad Kaleem
AU  - Mubarak Zaman
AU  - Syed Adeel Hussain Shah
AU  - Muhammad Siraj
AU  - Muhammad Asif
PY  - 2026
JO  - Journal of Chemical Information and Modeling
DO  - 10.1021/acs.jcim.6c00046
UR  - https://doi.org/10.1021/acs.jcim.6c00046
ER  -

APA

Israr, M., Kaleem, M., Zaman, M., Shah, S. A. H., Siraj, M., & Asif, M. (2026). Stoichiometric Modeling and Stability Analysis of Synthesis of Alkane Reactions Using PINNs with PDFP Optimization: Applications in Pharmaceutical, Rubber, and Fuel. Journal of Chemical Information and Modeling. https://doi.org/10.1021/acs.jcim.6c00046

Source records

crossref · retrieved 2026-09-26T09:20:31.104Z