# Numerical investigation and deep learning-based prediction of heat transfer characteristics and bubble dynamics of subcooled flow boiling in a vertical tube

**Type:** Papers  
**Canonical URL:** https://scholariq.org/papers/numerical-investigation-and-deep-learning-based-prediction-of-heat-transfer/

## Facts

| Field | Value |
| --- | --- |
| Author Names | Erfan Eskandari,Hasan Alimoradi,Mahdi Pourbagian,Mehrzad Shams |
| Citations | 32 |
| DOI | 10.1007/s11814-022-1267-0 |
| Fields | Engineering |
| Open Access | false |
| OA Status | closed |
| OpenAlex ID | https://openalex.org/W4310726555 |
| Type | article |
| Year | 2022 |

## Paper authors

- [Mahdi Pourbagian](https://scholariq.org/researchers/mahdi-pourbagian/)

## Paper primary topic

- [Heat Transfer and Boiling Studies](https://scholariq.org/topics/heat-transfer-and-boiling-studies/)

## Paper topics

- [Heat Transfer and Boiling Studies](https://scholariq.org/topics/heat-transfer-and-boiling-studies/)
- [Fluid Dynamics and Mixing](https://scholariq.org/topics/fluid-dynamics-and-mixing/)
- [Metallurgical Processes and Thermodynamics](https://scholariq.org/topics/metallurgical-processes-and-thermodynamics/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.