Martin Bonte
Postdoctoral researcher
I am currently working on the ForeBAt project: https://climdyn.meteo.be/projects/current-projects/forebat .
Research interests
Extreme value theory for dynamical systems
Ensemble forecasting for convective scales
Dynamical systems methods for weather and climate
Recent works
- Bonte, M., & Vannitsem, S. (2026). Multivariate phase-space interpretation of ensemble forecasts: A comparison of physical and AI models. arXiv preprint arXiv:2610.16422 (submitted to QJRMS).
- Bonte, M., De Cruz, L., Debal, F., and Vannitsem, S.: Spread/error relationship and spatial error representation in precipitation nowcasting: comparison of STEPS and generative AI, Weather Clim. Dynam., 7, 1837–1852, https://doi.org/10.5194/wcd-7-1837-2026, 2026.
- Bonte, M. and Vannitsem, S.: Finite-size local dimension as a tool for extracting geometrical properties of attractors of dynamical systems, Nonlin. Processes Geophys., 32, 139–165, https://doi.org/10.5194/npg-32-139-2025, 2025.