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A novel pin finned structure-embedded microchannel heat sink: CFD-data driven MLP, MLR, and XGBR machine learning models for thermal and fluid flow prediction

Research article (Energy, 2024) · cited 68× · AI/ML
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A novel pin finned structure-embedded microchannel heat sink: CFD-data driven MLP, MLR, and XGBR machine learning models for thermal and fluid flow prediction

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A novel pin finned structure-embedded microchannel heat sink: CFD-data driven MLP, MLR, and XGBR machine learning models for thermal and fluid flow prediction is a scholarly article[1].

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  • A novel pin finned structure-embedded microchannel heat sink: CFD-data driven MLP, MLR, and XGBR machine learning models for thermal and fluid flow prediction's instance of is recorded as scholarly article[2].

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  1. [2] ↑ . wikidata.org.

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  1. [1] ↑ . Wikidata. wikidata.org.

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APA 4ort.xyz Knowledge Graph. (2026). A novel pin finned structure-embedded microchannel heat sink: CFD-data driven MLP, MLR, and XGBR machine learning models for thermal and fluid flow prediction. Retrieved May 24, 2026, from https://4ort.xyz/entity/a-novel-pin-finned-structure-embedded-microchannel-heat-sink-cfd-data-driven-mlp-mlr-and-xgbr-machine-learning-models-fo
MLA “A novel pin finned structure-embedded microchannel heat sink: CFD-data driven MLP, MLR, and XGBR machine learning models for thermal and fluid flow prediction.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/a-novel-pin-finned-structure-embedded-microchannel-heat-sink-cfd-data-driven-mlp-mlr-and-xgbr-machine-learning-models-fo.
BibTeX @misc{4ortxyz_a-novel-pin-finned-structure-embedded-microchannel-heat-sink-cfd-data-driven-mlp-mlr-and-xgbr-machine-learning-models-fo_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{A novel pin finned structure-embedded microchannel heat sink: CFD-data driven MLP, MLR, and XGBR machine learning models for thermal and fluid flow prediction}}, year = {2026}, url = {https://4ort.xyz/entity/a-novel-pin-finned-structure-embedded-microchannel-heat-sink-cfd-data-driven-mlp-mlr-and-xgbr-machine-learning-models-fo}, note = {Accessed: 2026-05-24}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): A novel pin finned structure-embedded microchannel heat sink: CFD-data driven MLP, MLR, and XGBR machine learning models for thermal and fluid flow prediction — https://4ort.xyz/entity/a-novel-pin-finned-structure-embedded-microchannel-heat-sink-cfd-data-driven-mlp-mlr-and-xgbr-machine-learning-models-fo (retrieved 2026-05-24)

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