Data supporting a publication "Physics informed neural networks for solving flow problems modelled by the Shallow Water Equations" by Xin Qi
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下载链接：
https://eprints.soton.ac.uk/488907/
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资源简介：
Dataset supporting an article "Physics informed neural networks for solving flow problems modelled by the Shallow Water Equations" by Xin Qi.
The data contains outputs from 3 test cases: wave propagation, steady flow, Tiber flooding. Two extra floders "Appendix_spatial_analysis" and "Appendix_model_design_experiment" support the appendix in the paper.
1.“database_wave”: The result for the test case “Flood wave propagation over a horizontal plane” .
2.“database_mac”: The result for the test case “Subcritical steady flow over an undulating bed”.
3.“database_Tiber”: The result for the test case “Simulation of real-world river flooding” .
4.“Appendix_spatial_analysis”: The result for the Appendix “Further Spatial Analysis For Test 3”.
5.“Appendix_model_design_experiment”: The result for the Appendix “PINN Design Experiments”.
提供机构：
University of Southampton
创建时间：
2024-04-10
