# Forecasting crude oil risk: A multiscale bidirectional generative adversarial network based approach

> Research article (Expert Systems with Applications, 2022) · cited 12× · AI/ML

**Wikidata**: [openalex:W4294469844](https://www.wikidata.org/wiki/openalex:W4294469844)  
**Source**: https://4ort.xyz/entity/forecasting-crude-oil-risk-a-multiscale-bidirectional-generative-adversarial-network-based-approach