In my previous posts I explained why reproducibility is an important topic that is probably underappreciated in the weather and climate sciences at the momen...
In my research I am trying to figure out how machine learning can be used to improve climate and weather predictions.
New paper on online learning neural network parameterizations
In a new paper I describe a technique called online learning which could help combat instabilities and biases in deep learning cloud parameterizations. It also comes with a fully executable notebook, just click the button below.
Sugar, Flower, Fish or Gravel
Our paper describing the cloud classification project is out now!
If you want to find out more, click here.
In my previous blog post I explained what reproducibility is, why it is important and how it could work in a practical sense. In this post, I will outline my...