# Machine Learning and Physics-Informed Neural Networks for Predictive Heat Transfer: Methods, Applications, and Engineering Use

_Frontiers in Heat and Mass Transfer · Qingyu Wang, Meng-wei Zeng, Yunji Zhou et al. · 2026_

Canonical: https://diginpl.com/books/paper-fhmt-2026-091472
Last updated: 2026-11-04

## Quick facts

- **Author:** Qingyu Wang; Meng-wei Zeng; Yunji Zhou; Yang Chen; Shunjie Chen; Miao Yu ([Crossref](https://doi.org/10.32604/fhmt.2026.091472))
- **Published:** 2026 ([Crossref](https://doi.org/10.32604/fhmt.2026.091472))
- **Publisher:** Tech Science Press ([Crossref](https://doi.org/10.32604/fhmt.2026.091472))
- **Journal:** Frontiers in Heat and Mass Transfer ([Crossref](https://doi.org/10.32604/fhmt.2026.091472))
- **DOI:** 10.32604/fhmt.2026.091472 ([Crossref](https://doi.org/10.32604/fhmt.2026.091472))

## Questions

**Who wrote Machine Learning and Physics-Informed Neural Networks for Predictive Heat Transfer: Methods, Applications, and Engineering Use?**  
Machine Learning and Physics-Informed Neural Networks for Predictive Heat Transfer: Methods, Applications, and Engineering Use was written by Qingyu Wang, Meng-wei Zeng, Yunji Zhou, Yang Chen.

**When was Machine Learning and Physics-Informed Neural Networks for Predictive Heat Transfer: Methods, Applications, and Engineering Use first published?**  
Machine Learning and Physics-Informed Neural Networks for Predictive Heat Transfer: Methods, Applications, and Engineering Use was first published in 2026.

## Sources

- [Publisher record (DOI, via Crossref)](https://doi.org/10.32604/fhmt.2026.091472)

## Licence and attribution

Open-access publication. Read it free at the publisher: https://doi.org/10.32604/fhmt.2026.091472.

## Cite this page

"Machine Learning and Physics-Informed Neural Networks for Predictive Heat Transfer: Methods, Applications, and Engineering Use". DigiNepal. Last updated 4 November 2026. https://diginpl.com/books/paper-fhmt-2026-091472. Retrieved 14 November 2026.