# A two-step framework for arbitrage-free prediction of the implied volatility surface

> Research article (Quantitative Finance, 2022) · cited 16× · AI/ML

**Wikidata**: [openalex:W3176125230](https://www.wikidata.org/wiki/openalex:W3176125230)  
**Source**: https://4ort.xyz/entity/a-two-step-framework-for-arbitrage-free-prediction-of-the-implied-volatility-surface