# Surrogate modeling of heat transfers of nanofluids in absorbent tubes with fins based on deep convolutional neural network

> Research article (International Journal of Heat and Mass Transfer, 2022) · cited 42× · AI/ML

**Wikidata**: [openalex:W4313593762](https://www.wikidata.org/wiki/openalex:W4313593762)  
**Source**: https://4ort.xyz/entity/surrogate-modeling-of-heat-transfers-of-nanofluids-in-absorbent-tubes-with-fins-based-on-deep-convolutional-neural-netwo