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.

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