Gave an invited talk for my friend Lukas Mosser and their data science community of practice.
- How do we predict the weather?
- Can we include machine learning in operational models?
- What is needed for operationalisation of ML in safety critical applications?
Some topics that will be touched on:
- How we make modern data science work with HPC code in Fortran
- How to de-risk machine learning models in operational models
- Data-drift and how physical models may still matter in the age of AI