change the model

Today, I change the model.

Summary:

Since there is difference between inputs of 2 wells. I should change my model in well 1 so that it can be applied to well 2 without training. After changing the model, I use data in well 1 to test the accuracy of model. The result is not bad and is almost as good as the former one.

The following is the comparison between original T2 distribution (blue) and predicted T2 distribution (red) of the changed model.

In the changed model, R2 of the training data is 0.7213 and NRMSE of the training data is 0.1610. The following is the R2 and NRMSE distribution of the training data.

In the changed model, R2 of the testing data is 0.6854 and NRMSE of the testing data is 0.1625. The following is the R2 and NRMSE distribution of the testing data.

Next week, I will apply this model into Hess well 2.