# Efficient deep-learning-based surrogate model for reservoir production optimization using transfer learning and multi-fidelity data

> Research article (Petroleum Science, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4407924890](https://www.wikidata.org/wiki/openalex:W4407924890)  
**Source**: https://4ort.xyz/entity/efficient-deep-learning-based-surrogate-model-for-reservoir-production-optimization-using-transfer-learning-and-multi-fi