Computational modeling of Monte Carlo-enhanced PINNs for fractional order differential models with memory effects.
- DOI
- 10.1038/s41598-026-55908-9
- Published
- 2026 Jun 1
- Container
- Scientific reports
- Publisher
- Not recorded
- Open access
- yes
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Cite this work
BibTeX
@article{allodium:10.1038/s41598-026-55908-9,
title = {Computational modeling of Monte Carlo-enhanced PINNs for fractional order differential models with memory effects.},
author = {Jan H and Sulaiman M and Ahmad T and Laouini G and Ur Rahman I and Salman MA},
year = {2026},
journal = {Scientific reports},
doi = {10.1038/s41598-026-55908-9},
url = {https://doi.org/10.1038/s41598-026-55908-9}
}RIS
TY - JOUR TI - Computational modeling of Monte Carlo-enhanced PINNs for fractional order differential models with memory effects. AU - Jan H AU - Sulaiman M AU - Ahmad T AU - Laouini G AU - Ur Rahman I AU - Salman MA PY - 2026 JO - Scientific reports DO - 10.1038/s41598-026-55908-9 UR - https://doi.org/10.1038/s41598-026-55908-9 ER -
APA
H, J., M, S., T, A., G, L., I, U. R., & MA, S. (2026). Computational modeling of Monte Carlo-enhanced PINNs for fractional order differential models with memory effects.. Scientific reports. https://doi.org/10.1038/s41598-026-55908-9
Source records
- pubmed · retrieved 2026-09-25T13:30:43.235Z
- europe-pmc · retrieved 2026-09-25T13:30:43.240Z