# Comparison between conventional and deep learning-based surrogate models in predicting convective heat transfer performance of U-bend channels

> Research article (Energy and AI, 2022) · cited 20× · AI/ML

**Wikidata**: [openalex:W4206970620](https://www.wikidata.org/wiki/openalex:W4206970620)  
**Source**: https://4ort.xyz/entity/comparison-between-conventional-and-deep-learning-based-surrogate-models-in-predicting-convective-heat-transfer-performa