2 papers
physics.ao-ph2026
Improvements to the post-processing of weather forecasts using machine learning and feature selection
Kazuma Iwase, Tomoyuki Takenawa
This study aims to develop and improve machine learning-based post-processing models for precipitation, temperature, and wind speed predictions using the Mesoscale Model (MSM) data…
physics.ao-ph2023
Interpolation of mountain weather forecasts by machine learning
Kazuma Iwase, Tomoyuki Takenawa
Recent advances in numerical simulation methods based on physical models and their combination with machine learning have improved the accuracy of weather forecasts. However, the a…