Differentiable Programming for Earth System Modeling. - Maximilian Gelbrecht; Alistair White; Sebastian Bathiany; Niklas Boers (CoRR, 2022)

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)

Deep learning for predicting rate-induced tipping. - Yu Huang; Sebastian Bathiany; Peter Ashwin; Niklas Boers (Nat. Mac. Intell., 2024)

Diffusion models for probabilistic precipitation generation from atmospheric variables. - Michael Aich; Sebastian Bathiany; Philipp Hess; Yu Huang; Niklas Boers (CoRR, 2025)

Decadal sink-source shifts of forest aboveground carbon since 1988. - Zhen Qian; Sebastian Bathiany; Teng Liu; Lana L. Blaschke; Hoong Chen Teo; Niklas Boers (CoRR, 2025)