get the trend of the T2 distribution curve but not accurate

Today, I tried logging data with and without QElan, the results are almost the same. They could fit the trend of T2 distribution but not very accurate. Also, the distribution of R2 did not show concentration at high values.

Summary:

The followings are the results I get today.

They are 32 random depths. The blue lines are original lines and red lines are predicted lines. I have changed every parameters of the model but the prediction did not improve. I have tried every training functions and initial parameters. I even tried every setting of the model. But none of them works.

Finally, I let Hao to help me predict 6 parameters in Python and the results still did not improve. It seems that there is no problem but we cannot get good predictions.

For the last month, I thought I have tried every method I could to improve the model. But it did not show good results. Honestly, I did not know what to do now.

Since I will have a class tomorrow morning, could you please meet me tomorrow after our team meeting? Maybe we could discuss what to do next. I am a little lost now.

Tomorrow, I will review my work this semester and prepare for the presentation.