3 papers
physics.ao-ph2026
Identifying the large-scale synoptic drivers contributing to the Kerala floods using multivariate feature-based analysis
Marion P. Mittermaier
Parts of Kerala were hit by devastating floods three years in a row. This sequence was historically without precedent. This paper uses a multivariate object-based approach to exami…
physics.ao-ph2026
WP-MIP: An Artificial Intelligence, Hybrid, and Physically Based Model Intercomparison Project for Weather Prediction
Ron McTaggart-Cowan, Linus Magnusson, Inna Polichtchouk +57
Rapid progress in the field of machine-learning for weather prediction has led to the emergence of algorithms whose forecasting skill can exceed that of traditional physically base…
math.OC2025
Examining Entropic Unbalanced Optimal Transport and Sinkhorn Divergences for Spatial Forecast Verification
Jacob J. M. Francis, Colin J. Cotter, Marion P. Mittermaier
An optimal transport (OT) problem seeks to find the cheapest mapping between two distributions with equal total density, given the cost of transporting density from one place to an…