# Data-driven forward and inverse problems for chaotic and hyperchaotic dynamic systems based on two machine learning architectures

> Research article (Physica D Nonlinear Phenomena, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4319864402](https://www.wikidata.org/wiki/openalex:W4319864402)  
**Source**: https://4ort.xyz/entity/data-driven-forward-and-inverse-problems-for-chaotic-and-hyperchaotic-dynamic-systems-based-on-two-machine-learning-arch