Deep learning reveals continuous structures at Earth's core-mantle boundary

Researchers used deep learning to analyze seismic wave data and identify six continuous bands of irregularities at the boundary between Earth's core and mantle.

Oleh Sama News Agency
6 September 2026
Close-up of layered rock formations showing stratified, weathered stone with varied brown, gray, and tan coloring.
Ilustrasi. Layered rock structures illustrate the concept of stratified geological formations deep within the Earth, similar to the continuous bands of irregularities recently identified at the core-mantle boundary using deep learning analysis of seismic data. (Foto: DirkvdM / Wikimedia Commons (CC BY-SA 3.0))
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Scientists cannot reach Earth's core-mantle boundary 2,900 kilometers below the surface, so they study the region using seismic waves recorded during earthquakes. A team used deep learning to analyze a large set of a specific type of seismic wave and published the findings in the journal JGR Solid Earth.

The analysis revealed six continuous bands of irregularities at the core-mantle boundary that had previously appeared only as sparse patches. The deep learning approach enabled researchers to identify these structures across a much larger dataset than traditional methods would have allowed.

Deep learning reveals continuous structures at Earth's core-mantle boundary | Sama News Agency