1 citations · 1 across the 2 of their papers we have counts for
2 papers
physics.ao-ph2025
Physical Scales Matter: The Role of Receptive Fields and Advection in Satellite-Based Thunderstorm Nowcasting with Convolutional Neural Networks
Christoph Metzl, Kianusch Vahid Yousefnia, Richard Müller +3
The focus of nowcasting development is transitioning from physically motivated advection methods to purely data-driven Machine Learning (ML) approaches. Nevertheless, recent work i…
physics.ao-ph2025★ 1 cited
Increasing NWP Thunderstorm Predictability Using Ensemble Data and Machine Learning
Kianusch Vahid Yousefnia, Tobias Bölle, Christoph Metzl
While numerical weather prediction (NWP) models are essential for forecasting thunderstorms hours in advance, NWP uncertainty, which increases with lead time, limits the predictabi…