# Machine-learning topology optimization with stochastic gradient descent optimizer for heat conduction problems

> Research article (International Journal of Heat and Mass Transfer, 2024) · cited 13× · AI/ML

**Wikidata**: [openalex:W4391436142](https://www.wikidata.org/wiki/openalex:W4391436142)  
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