# Physics-guided Deep Markov Models for learning nonlinear dynamical systems with uncertainty

> Research article (Mechanical Systems and Signal Processing, 2022) · cited 58× · AI/ML

**Wikidata**: [openalex:W3207318965](https://www.wikidata.org/wiki/openalex:W3207318965)  
**Source**: https://4ort.xyz/entity/physics-guided-deep-markov-models-for-learning-nonlinear-dynamical-systems-with-uncertainty