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researcher

M. Beylich

2 papers hereh-index 2211 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • physics.ao-ph2

identity via Semantic Scholar / OpenAlex

collaborators

2 papers

physics.ao-ph2026

The physics of AI weather models

George Craig, Tobias Selz, Matthias Beylich +1

Could it be that AI weather models are solving physical equations, although they may not be the equations used by conventional NWP models? We compute correlations of forecast skill…

physics.ao-ph2026

Mechanistic Interpretability Tool for AI Weather Models

Kirsten I. Tempest, Matthias Beylich, George C. Craig

Artificial Intelligence (AI) weather models are improving rapidly, and their forecasts are already competitive with long-established traditional Numerical Weather Prediction (NWP).…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.