ML4WX

Climate analysis & attribution

Towards a topological pattern detection in fluid and climate simulation data

Grzegorz Muszyński, Karthik Kashinath, Kurlin, Michael F. Wehner, Prabhat

Preprint ·

Paper

In one sentence. Proposes combining manifold learning and persistent homology to detect and characterise weather and climate patterns in fluid and climate simulation data.

Labels

Topic
Climate analysis & attribution
Type
New model or method
Method
Other
Domain
Global
Data
km-scale or high-res simulation, Other
Status
Research
Identifiers
OpenAlex:W3041917144
Added
2026-10-22

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