# Physics-informed Shadowgraph Network: An End-to-end Density Field Reconstruction Method

arXiv: https://arxiv.org/abs/2410.20203 · HTML: https://mlsanity.com/paper/2410.20203/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
- First posted on arXiv 26 Oct 2024.

## Abstract (arXiv)

This study presents a novel approach for quantificationally reconstructing density fields from shadowgraph images using physics-informed neural networks