Tobias Bölle

According to our database, Tobias Bölle authored at least 4 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

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, Virginia Poli, Miria Celano, Tobias Bölle

CoRR, April, 2025

Increasing NWP Thunderstorm Predictability Using Ensemble Data and Machine Learning.

Kianusch Vahid Yousefnia, Tobias Bölle, Christoph Metzl

CoRR, February, 2025

2024

Inferring Thunderstorm Occurrence from Vertical Profiles of Convection-Permitting Simulations: Physical Insights from a Physical Deep Learning Model.

Kianusch Vahid Yousefnia, Tobias Bölle, Christoph Metzl

CoRR, 2024

2023

A machine-learning approach to thunderstorm forecasting through post-processing of simulation data.

Kianusch Vahid Yousefnia, Tobias Bölle, Isabella Zöbisch, Thomas Gerz

CoRR, 2023