Data supporting the Thesis "Investigation into Labelled-Data-free Physics-Informed Neural Networks to solve the Shallow Water Equations" by Xin Qi

This dataset contains all the raw test data used to generate the figures in Appendix B, which support the main manuscript, Qi, X. (2024) Investigation into labelled-data-free physics-informed neural networks to solve the shallow water equations. [Doctoral Thesis, University of Southampton]. University of Southampton. The data can be visualised using MATLAB.The dataset contain 3 main folders, each corresponding to the data for tests 1, 2, and 3, as described in Chapter 4.