# DeepFEM: A Novel Element-Based Deep Learning Approach for Solving Nonlinear Partial Differential Equations in Computational Solid Mechanics

> Research article (Journal of Engineering Mechanics, 2022) · cited 16× · AI/ML

**Wikidata**: [openalex:W4309173617](https://www.wikidata.org/wiki/openalex:W4309173617)  
**Source**: https://4ort.xyz/entity/deepfem-a-novel-element-based-deep-learning-approach-for-solving-nonlinear-partial-differential-equations-in-computation
