# Deep generative models in inversion: The impact of the generator's nonlinearity and development of a new approach based on a variational autoencoder

> Research article (Computers & Geosciences, 2021) · cited 85× · AI/ML

**Wikidata**: [openalex:W3080352642](https://www.wikidata.org/wiki/openalex:W3080352642)  
**Source**: https://4ort.xyz/entity/deep-generative-models-in-inversion-the-impact-of-the-generator-s-nonlinearity-and-development-of-a-new-approach-based-o