# Developing a physics-informed and physics-penalized neural network model for preliminary design of multi-stage friction pendulum bearings

> Research article (Engineering Applications of Artificial Intelligence, 2022) · cited 47× · AI/ML

**Wikidata**: [openalex:W4280611931](https://www.wikidata.org/wiki/openalex:W4280611931)  
**Source**: https://4ort.xyz/entity/developing-a-physics-informed-and-physics-penalized-neural-network-model-for-preliminary-design-of-multi-stage-friction-