# Multiscale topology optimization of functionally graded lattice structures based on physics-augmented neural network material models

> Research article (Computer Methods in Applied Mechanics and Engineering, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4407407797](https://www.wikidata.org/wiki/openalex:W4407407797)  
**Source**: https://4ort.xyz/entity/multiscale-topology-optimization-of-functionally-graded-lattice-structures-based-on-physics-augmented-neural-network-mat