Pareto-based design of thermophotovoltaic micro-combustors via a novel framework combining IGWO-tuned ANN, multi-objective multi-verse optimization, and ARAS-based decision making.

Alawad MA, Omar I, Alizadeh A, Shaban M, Sadeq AM, Singh Sawaran Singh N, Louhichi B, Mostafa L

Open source

DOI
10.1038/s41598-025-33534-1
Published
2026 Jan 24
Container
Scientific reports
Publisher
Not recorded
Open access
yes

Credibility signals

limited evidence Score 45/100 under policy 1.0.0. This is a metadata assessment, not a judgment of the paper's conclusions.

Show all credibility signals

Cite this work

BibTeX

@article{allodium:10.1038/s41598-025-33534-1,
  title = {Pareto-based design of thermophotovoltaic micro-combustors via a novel framework combining IGWO-tuned ANN, multi-objective multi-verse optimization, and ARAS-based decision making.},
  author = {Alawad MA and Omar I and Alizadeh A and Shaban M and Sadeq AM and Singh Sawaran Singh N and Louhichi B and Mostafa L},
  year = {2026},
  journal = {Scientific reports},
  doi = {10.1038/s41598-025-33534-1},
  url = {https://doi.org/10.1038/s41598-025-33534-1}
}

RIS

TY  - JOUR
TI  - Pareto-based design of thermophotovoltaic micro-combustors via a novel framework combining IGWO-tuned ANN, multi-objective multi-verse optimization, and ARAS-based decision making.
AU  - Alawad MA
AU  - Omar I
AU  - Alizadeh A
AU  - Shaban M
AU  - Sadeq AM
AU  - Singh Sawaran Singh N
AU  - Louhichi B
AU  - Mostafa L
PY  - 2026
JO  - Scientific reports
DO  - 10.1038/s41598-025-33534-1
UR  - https://doi.org/10.1038/s41598-025-33534-1
ER  - 

APA

MA, A., I, O., A, A., M, S., AM, S., N, S. S. S., B, L., & L, M. (2026). Pareto-based design of thermophotovoltaic micro-combustors via a novel framework combining IGWO-tuned ANN, multi-objective multi-verse optimization, and ARAS-based decision making.. Scientific reports. https://doi.org/10.1038/s41598-025-33534-1

Source records