# Integrating deep neural networks with full-waveform inversion: Reparameterization, regularization, and uncertainty quantification

> Research article (Geophysics, 2021) · cited 98× · AI/ML

**Wikidata**: [openalex:W3208259041](https://www.wikidata.org/wiki/openalex:W3208259041)  
**Source**: https://4ort.xyz/entity/integrating-deep-neural-networks-with-full-waveform-inversion-reparameterization-regularization-and-uncertainty-quantifi