Michael Aich

According to our database, Michael Aich authored at least 5 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Generating time-consistent dynamics with discriminator-guided image diffusion models.

Philipp Hess, Maximilian Gelbrecht, Christof Schötz, Michael Aich, Yu Huang, Shangshang Yang, Niklas Boers

CoRR, May, 2025

Diffusion models for probabilistic precipitation generation from atmospheric variables.

Michael Aich, Sebastian Bathiany, Philipp Hess, Yu Huang, Niklas Boers

CoRR, April, 2025

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

Philipp Hess, Michael Aich, Baoxiang Pan, Niklas Boers

Nat. Mac. Intell., 2025

2024

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

Michael Aich, Philipp Hess, Baoxiang Pan, Sebastian Bathiany, Yu Huang, Niklas Boers

CoRR, 2024

Fast, Scale-Adaptive, and Uncertainty-Aware Downscaling of Earth System Model Fields with Generative Foundation Models.

Philipp Hess, Michael Aich, Baoxiang Pan, Niklas Boers

CoRR, 2024