Week 4 Progress

 This is the fourth week of the project. The main body of work has been completed. The purpose of this week is to make the final adjustment and prepare the bench inspection.

First we made some final adjustments to the program to make it as accurate as possible.

·For example, we found that the deviation of data in a certain interval of the data set was too large, which would lead to the deviation of the whole prediction result when generating the prediction result.

As shown in the figure, the initial data circled in the figure is obviously "error data", which in some cases eventually leads to inadequate fitting of our prediction results.
Therefore, during training, we need to remove the data with large errors in the original data set to ensure the correctness of our training.

Second, we finished the poster over the weekend.

Finally, we prepared for the bench inspection. Our bench inspection speech is divided into three parts:

Part 1: Brief Introduction By Li Yuantong.

Part 2: Project demostration Speech by Yang Jingshi

Part 3: Summary speech and related physic model explaination by Wang Zirui.