# Physics-informed convolutional transformer for predicting volatility surface

> Research article (Quantitative Finance, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4390749682](https://www.wikidata.org/wiki/openalex:W4390749682)  
**Source**: https://4ort.xyz/entity/physics-informed-convolutional-transformer-for-predicting-volatility-surface