# GFINNs: GENERIC formalism informed neural networks for deterministic and stochastic dynamical systems

> Research article (Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences, 2022) · cited 55× · AI/ML

**Wikidata**: [openalex:W3198730848](https://www.wikidata.org/wiki/openalex:W3198730848)  
**Source**: https://4ort.xyz/entity/gfinns-generic-formalism-informed-neural-networks-for-deterministic-and-stochastic-dynamical-systems