2 papers
cs.HC2025
Winds Through Time: Interactive Data Visualization and Physicalization for Paleoclimate Communication
David Hunter, Pablo Botin, Emily Snode-Brenneman +9
We describe a multidisciplinary collaboration to iteratively design an interactive exhibit for a public science center on paleoclimate, the study of past climates. We created a dat…
physics.ao-ph2024
Using Deep Learning to Identify Initial Error Sensitivity for Interpretable ENSO Forecasts
Kinya Toride, Matthew Newman, Andrew Hoell +3
We introduce an interpretable-by-design method, optimized model-analog, that integrates deep learning with model-analog forecasting which generates forecasts from similar initial c…