# Residual Learning to Integrate Neural Network and Physics-Based Models for Improved Production Prediction in Unconventional Reservoirs

> Research article (SPE Journal, 2022) · cited 18× · AI/ML

**Wikidata**: [openalex:W4293244278](https://www.wikidata.org/wiki/openalex:W4293244278)  
**Source**: https://4ort.xyz/entity/residual-learning-to-integrate-neural-network-and-physics-based-models-for-improved-production-prediction-in-unconventio