Review and perspective paper
22 Mar 2024
| Review and perspective paper
Interactions between atmospheric composition and climate change – progress in understanding and future opportunities from AerChemMIP, PDRMIP, and RFMIP
Geosci. Model Dev., 17, 2387–2417,
2024 21 Mar 2024
| Review and perspective paper
| Highlight paper
Advances and prospects of deep learning for medium-range extreme weather forecasting
Geosci. Model Dev., 17, 2347–2358,
2024 14 Feb 2024
| Review and perspective paper
Towards the definition of a solar forcing dataset for CMIP7
Geosci. Model Dev., 17, 1217–1227,
2024 30 Jan 2024
Moving beyond post-hoc XAI: Lessons learned from dynamical climate modeling
EGUsphere,
2024Preprint under review for GMD (discussion: open, 1 comment)
19 Dec 2023
| Review and perspective paper
Perspectives of physics-based machine learning strategies for geoscientific applications governed by partial differential equations
Geosci. Model Dev., 16, 7375–7409,
2023 21 Nov 2023
The need for carbon emissions-driven climate projections in CMIP7
EGUsphere,
2023Preprint under review for GMD (discussion: final response, 2 comments)
14 Nov 2023
| Review and perspective paper
| Highlight paper
Machine learning for numerical weather and climate modelling: a review
Geosci. Model Dev., 16, 6433–6477,
2023