Michael Aich

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Active since

2025

Affiliations

Technical University of Munich(Current)

Chinese Academy of Sciences

University of Exeter

Potsdam Institute for Climate Impact Research

Institute of Atmospheric Physics

Michael Aich is an author at Technical University of Munich specializing in geospatial machine learning, machine learning, and conditional bias correction.

ORCID

Publications per year

2025–2025

Publications

Fast, scale-adaptive and uncertainty-aware downscaling of Earth system model fields with generative machine learning

Philipp Hess, Michael Aich, Baoxiang Pan et al. · Nature Machine Intelligence · 2025 · 22 citations · Full text

Natural Sciences, Earth Sciences, Climate Science +14

Conditional diffusion models for downscaling & bias correction of Earth system model precipitation

Michael Aich, Philipp Hess, Baoxiang Pan et al. · 2025 · 13 citations · Full text

Natural Sciences, Computer Science, Earth Sciences +17

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