# A machine learning-based surrogate model for the rapid control of piping flow: Application to a natural gas flowmeter calibration system

> Research article (Journal of Natural Gas Science and Engineering, 2021) · cited 31× · AI/ML

**Wikidata**: [openalex:W4200406148](https://www.wikidata.org/wiki/openalex:W4200406148)  
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