# Physics-informed deep learning for simultaneous surrogate modeling and PDE-constrained optimization of an airfoil geometry

> Research article (Computer Methods in Applied Mechanics and Engineering, 2023) · cited 103× · AI/ML

**Wikidata**: [openalex:W4365505884](https://www.wikidata.org/wiki/openalex:W4365505884)  
**Source**: https://4ort.xyz/entity/physics-informed-deep-learning-for-simultaneous-surrogate-modeling-and-pde-constrained-optimization-of-an-airfoil-geomet