# A theory-guided deep-learning formulation and optimization of seismic waveform inversion

> Research article (Geophysics, 2019) · cited 224× · AI/ML

**Wikidata**: [openalex:W2983807332](https://www.wikidata.org/wiki/openalex:W2983807332)  
**Source**: https://4ort.xyz/entity/a-theory-guided-deep-learning-formulation-and-optimization-of-seismic-waveform-inversion