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To identify and highlight critical analytical and mathematical errors in a previously published paper on heat transfer optimization in Jeffrey ternary nanofluid flow.

August 16, 2026Multiscale and Multidisciplinary Modeling Experiments and DesignOpen Access

Comment on the paper “Optimization of heat transfer on Jeffrey ternary nanofluid flow with slip conditions and heat generation by response surface methodology, Shahirah Abu Bakar, Nur Syahirah Wahid, Norihan Md Arifin, Ioan Pop, Multiscale and Multidisciplinary Modeling, Experiments and Design (2025) 8:150”

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To identify and highlight critical analytical and mathematical errors in a previously published paper on heat transfer optimization in Jeffrey ternary nanofluid flow.
Technical critique and re-examination of the mathematical formulations, slip conditions, and response surface methodology used in the original publication.
Significant errors and inconsistencies were identified within the original paper's governing equations and physical modeling.
The validity of the published optimization findings and heat transfer predictions is fundamentally compromised.

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Critical commentary reveals serious methodological and analytical errors in a published study on ternary nanofluid flow, highlighting the need for rigorous modeling validation.

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Asterios Pantokratoras (2026) studied this question.

synapsesocial.com/papers/6a81791ff2fb91fc834ac52b https://doi.org/10.1007/s41939-026-01231-9

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Implication

Critical commentary reveals serious methodological and analytical errors in a published study on ternary nanofluid flow, highlighting the need for rigorous modeling validation.

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