Crossmark

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

Crossref DOI link: https://doi.org/10.1038/s41598-025-33534-1

Published Online: 2026-01-24

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Alawad, Mohamad A.

Omar, Ihab

Alizadeh, As’ad

Shaban, Mohamed

Sadeq, Abdellatif M.

Singh Sawaran Singh, Narinderjit

Louhichi, Borhen

Mostafa, Loghman
Funding

Funding for this research was provided by:

Deanship of Scientific Research at Imam Mohammad Ibn Saud Islamic University (IMSIU-DDRSP2503)
License Information

Text and Data Mining valid from 2026-01-24

Version of Record valid from 2026-01-27
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Article History

Received: 10 August 2025

Accepted: 19 December 2025

First Online: 24 January 2026

Declarations

:

: The authors declare that they have no conflict of interest.

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