# Short Communication: Beyond Surrogate Modeling: Learning the Local Volatility via Shape Constraints

> Research article (SIAM Journal on Financial Mathematics, 2021) · cited 16× · AI/ML

**Wikidata**: [openalex:W3194974717](https://www.wikidata.org/wiki/openalex:W3194974717)  
**Source**: https://4ort.xyz/entity/short-communication-beyond-surrogate-modeling-learning-the-local-volatility-via-shape-constraints
