ML4WX

Observations & remote sensing

Deep Learning for Analyzing Atmospheric Clouds

Georgios Touloupas

Repository for Publications and Research Data (ETH Zurich) ·

PaperPDF

In one sentence. Deep learning classifies cloud particle images from digital in-line holography to enable labeling of large datasets on precipitation initiation.

Labels

Topic
Observations & remote sensing
Type
New model or method
Method
CNN / U-Net
Domain
Local / station
Data
Other
Status
Research
Identifiers
DOI:10.3929/ethz-b-000258243 OpenAlex:W2914437713
Added
2026-10-22

Labels and summary are generated by Claude and reviewed weekly. Wrong? Edit this entry.