Before I start let me thank and give credit to Sebastian Lerch of the Heidelberg Institute for Theoretical Studies (HITS), whose slides on the topics served ...
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.
Recently, I found myself on a plane crossing the Atlantic. As I was looking out of the window I was struck by some spectacular views of the clouds beneath us...