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researcher

Michael Aich

6 papers hereh-index 378 citations7 works total

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

author position
  • first author3
  • middle author3

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • physics.ao-ph2
  • physics.geo-ph1

identity via Semantic Scholar / OpenAlex

collaborators
Showing physics.ao-phShow all

2 papers · 1 filter

physics.ao-ph2026

Flexible generation of daily Earth system model projections across radiative forcing scenarios

Yu Huang, Sebastian Bathiany, Shangshang Yang +3

Earth system model (ESM) projections of the climate system's response to anthropogenic forcing are central to assess the impacts of climate change and inform adaptation and mitigat…

physics.ao-ph2025

Fast, Scale-Adaptive, and Uncertainty-Aware Downscaling of Earth System Model Fields with Generative Machine Learning

Philipp Hess, Michael Aich, Baoxiang Pan +1

Accurate and high-resolution Earth system model (ESM) simulations are essential to assess the ecological and socio-economic impacts of anthropogenic climate change, but are computa…

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