Yan-Ni Wang

Physics-Informed Deep Learning for Precipitation Estimation and Forecasting: Methods, Applications, and Challenges

Deep learning has improved precipitation estimation and forecasting, but high predictive skill does not by itself ensure physically credible behavior, robustness under distribution shift, or reliable uncertainty. This critical narrative review examines physics-informed deep learning across quantitative precipitation es...