read one paper and think of two ways to improve models

Today, I read one paper and thought of two way to improve models.

Summary:

First, for ANN, if I can set two or more layers of the fitting model, it may be more accurate to get the results. So I searched online and find how to set two or more layers. The codes are still running, I will update my blog tomorrow to show the results.

Second, as we discussed, I tried to divide the reservoir into different formations to at least prove that the model is suitable.

Although the prediction result is not very good, at least they are on the same scale. I will try to improve it tomorrow too.

Tomorrow, I will look more into ANN model and SVM model.