Developing an algorithm to replace Physics in climate models

If we can make a reasonably deep neural network and experiment with a variety of combinations such as different non-linear functions, trying support vector machine and making a convolutional neural network, we may be able to get better results as compared to the physics determined by dynamical equations.

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