A novel investigation of thermo-bioconvection in oxytactic bacteria combined with tri-hybrid nanostructures under a spatially varying magnetic field: a machine learning approach

Shabbir Ahmad, Kashif Ali, Farhan Lafta Rashid, Mahmoud M. Selim, Rauda A. I. Suliman, Awatif M. A. Elsiddieg

Open source

DOI
10.1007/s40430-026-06792-x
Published
2026-09-02
Container
Journal of the Brazilian Society of Mechanical Sciences and Engineering
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1007/s40430-026-06792-x,
  title = {A novel investigation of thermo-bioconvection in oxytactic bacteria combined with tri-hybrid nanostructures under a spatially varying magnetic field: a machine learning approach},
  author = {Shabbir Ahmad and Kashif Ali and Farhan Lafta Rashid and Mahmoud M. Selim and Rauda A. I. Suliman and Awatif M. A. Elsiddieg},
  year = {2026},
  journal = {Journal of the Brazilian Society of Mechanical Sciences and Engineering},
  doi = {10.1007/s40430-026-06792-x},
  url = {https://doi.org/10.1007/s40430-026-06792-x}
}

RIS

TY  - JOUR
TI  - A novel investigation of thermo-bioconvection in oxytactic bacteria combined with tri-hybrid nanostructures under a spatially varying magnetic field: a machine learning approach
AU  - Shabbir Ahmad
AU  - Kashif Ali
AU  - Farhan Lafta Rashid
AU  - Mahmoud M. Selim
AU  - Rauda A. I. Suliman
AU  - Awatif M. A. Elsiddieg
PY  - 2026
JO  - Journal of the Brazilian Society of Mechanical Sciences and Engineering
DO  - 10.1007/s40430-026-06792-x
UR  - https://doi.org/10.1007/s40430-026-06792-x
ER  - 

APA

Ahmad, S., Ali, K., Rashid, F. L., Selim, M. M., Suliman, R. A. I., & Elsiddieg, A. M. A. (2026). A novel investigation of thermo-bioconvection in oxytactic bacteria combined with tri-hybrid nanostructures under a spatially varying magnetic field: a machine learning approach. Journal of the Brazilian Society of Mechanical Sciences and Engineering. https://doi.org/10.1007/s40430-026-06792-x

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