# Recovering the phase and amplitude of X-ray FEL pulses using neural networks and differentiable models

> Research article (Optics Express, 2021) · cited 13× · AI/ML

**Wikidata**: [openalex:W3171508128](https://www.wikidata.org/wiki/openalex:W3171508128)  
**Source**: https://4ort.xyz/entity/recovering-the-phase-and-amplitude-of-x-ray-fel-pulses-using-neural-networks-and-differentiable-models