Research
Generative inverse estimation of 3D atomic coordination from near-edge spectra via equivariant diffusion models
Nature ·
The Brief
- The article proposes a generative inverse-estimation method that uses equivariant diffusion models to infer 3D atomic coordinates from near-edge spectra.
- No summary was provided with the source, so methods and results beyond the title are unknown.
- The item appeared in a nature.com subject feed dated 2026-11-12.
Why it matters
If the approach works, it could let researchers infer local atomic arrangements from spectroscopy measurements rather than relying only on direct structural methods.
Who’s affected
- materials scientists
- spectroscopists
- #diffusion-models
- #spectroscopy
- #atomic-structure
- #machine-learning
- #materials-science
Timeline
Article listed in nature.com subject feed
Physics : nature.com subject feeds
Generative inverse estimation of 3D atomic coordination from near-edge spectra via equivariant diffusion models