33 citations · 52 across the 5 of their papers we have counts for
Showing 2025Show all
2 papers · 1 filter
physics.ao-ph2025
Concept drift of simple forecast models as a diagnostic of low-frequency, regime-dependent atmospheric reorganisation
Haokun Zhou
Data-driven weather prediction models implicitly assume that the statistical relationship between predictors and targets is stationary. Under anthropogenic climate change, this ass…
cs.LG2025★ 4 cited
Improving Long-term Autoregressive Spatiotemporal Predictions: A Proof of Concept with Fluid Dynamics
Hao Zhou, Sibo Cheng
Data-driven methods are emerging as efficient alternatives to traditional numerical forecasting, offering fast inference and lower computational cost. Yet, for complex systems, lon…