# Data-driven multi-valley dark solitons of multi-component Manakov Model using Physics-Informed Neural Networks

> Research article (Chaos Solitons & Fractals, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4376603493](https://www.wikidata.org/wiki/openalex:W4376603493)  
**Source**: https://4ort.xyz/entity/data-driven-multi-valley-dark-solitons-of-multi-component-manakov-model-using-physics-informed-neural-networks