condiff/ConDiff

--- license: cc-by-4.0 language: - en configs: - config_name: cubic0.1_grid64 data_files: - split: train path: cubic0.1_grid64/cubic0.1_grid64_train.h5 - split: test path: cubic0.1_grid64/cubic0.1_grid64_test.h5 - config_name: cubic0.1_grid128 data_files: - split: train path: cubic0.1_grid128/cubic0.1_grid128_train.h5 - split: test path: cubic0.1_grid128/cubic0.1_grid128_test.h5 - config_name: cubic0.4_grid64 data_files: - split: train path: cubic0.4_grid64/cubic0.4_grid64_train.h5 - split: test path: cubic0.4_grid64/cubic0.4_grid64_test.h5 - config_name: cubic0.4_grid128 data_files: - split: train path: cubic0.4_grid128/cubic0.4_grid128_train.h5 - split: test path: cubic0.4_grid128/cubic0.4_grid128_test.h5 - config_name: cubic1.0_grid64 data_files: - split: train path: cubic1.0_grid64/cubic1.0_grid64_train.h5 - split: test path: cubic1.0_grid64/cubic1.0_grid64_test.h5 - config_name: cubic1.0_grid128 data_files: - split: train path: cubic1.0_grid128/cubic1.0_grid128_train.h5 - split: test path: cubic1.0_grid128/cubic1.0_grid128_test.h5 - config_name: cubic2.0_grid64 data_files: - split: train path: cubic2.0_grid64/cubic2.0_grid64_train.h5 - split: test path: cubic2.0_grid64/cubic2.0_grid64_test.h5 - config_name: cubic2.0_grid128 data_files: - split: train path: cubic2.0_grid128/cubic2.0_grid128_train.h5 - split: test path: cubic2.0_grid128/cubic2.0_grid128_test.h5 - config_name: exponential0.1_grid64 data_files: - split: train path: exponential0.1_grid64/exponential0.1_grid64_train.h5 - split: test path: exponential0.1_grid64/exponential0.1_grid64_test.h5 - config_name: exponential0.1_grid128 data_files: - split: train path: exponential0.1_grid128/exponential0.1_grid128_train.h5 - split: test path: exponential0.1_grid128/exponential0.1_grid128_test.h5 - config_name: exponential0.4_grid64 data_files: - split: train path: exponential0.4_grid64/exponential0.4_grid64_train.h5 - split: test path: exponential0.4_grid64/exponential0.4_grid64_test.h5 - config_name: exponential0.4_grid128 data_files: - split: train path: exponential0.4_grid128/exponential0.4_grid128_train.h5 - split: test path: exponential0.4_grid128/exponential0.4_grid128_test.h5 - config_name: exponential1.0_grid64 data_files: - split: train path: exponential1.0_grid64/exponential1.0_grid64_train.h5 - split: test path: exponential1.0_grid64/exponential1.0_grid64_test.h5 - config_name: exponential1.0_grid128 data_files: - split: train path: exponential1.0_grid128/exponential1.0_grid128_train.h5 - split: test path: exponential1.0_grid128/exponential1.0_grid128_test.h5 - config_name: exponential2.0_grid64 data_files: - split: train path: exponential2.0_grid64/exponential2.0_grid64_train.h5 - split: test path: exponential2.0_grid64/exponential2.0_grid64_test.h5 - config_name: exponential2.0_grid128 data_files: - split: train path: exponential2.0_grid128/exponential2.0_grid128_train.h5 - split: test path: exponential2.0_grid128/exponential2.0_grid128_test.h5 - config_name: gaussian0.1_grid64 data_files: - split: train path: gaussian0.1_grid64/gaussian0.1_grid64_train.h5 - split: test path: gaussian0.1_grid64/gaussian0.1_grid64_test.h5 - config_name: gaussian0.1_grid128 data_files: - split: train path: gaussian0.1_grid128/gaussian0.1_grid128_train.h5 - split: test path: gaussian0.1_grid128/gaussian0.1_grid128_test.h5 - config_name: gaussian0.4_grid64 data_files: - split: train path: gaussian0.4_grid64/gaussian0.4_grid64_train.h5 - split: test path: gaussian0.4_grid64/gaussian0.4_grid64_test.h5 - config_name: gaussian0.4_grid128 data_files: - split: train path: gaussian0.4_grid128/gaussian0.4_grid128_train.h5 - split: test path: gaussian0.4_grid128/gaussian0.4_grid128_test.h5 - config_name: gaussian1.0_grid64 data_files: - split: train path: gaussian1.0_grid64/gaussian1.0_grid64_train.h5 - split: test path: gaussian1.0_grid64/gaussian1.0_grid64_test.h5 - config_name: gaussian1.0_grid128 data_files: - split: train path: gaussian1.0_grid128/gaussian1.0_grid128_train.h5 - split: test path: gaussian1.0_grid128/gaussian1.0_grid128_test.h5 - config_name: gaussian2.0_grid64 data_files: - split: train path: gaussian2.0_grid64/gaussian2.0_grid64_train.h5 - split: test path: gaussian2.0_grid64/gaussian2.0_grid64_test.h5 - config_name: gaussian2.0_grid128 data_files: - split: train path: gaussian2.0_grid128/gaussian2.0_grid128_train.h5 - split: test path: gaussian2.0_grid128/gaussian2.0_grid128_test.h5 - config_name: poisson_grid64 data_files: - split: train path: poisson_grid64/poisson_grid64_train.h5 - split: test path: poisson_grid64/poisson_grid64_test.h5 - config_name: poisson_grid128 data_files: - split: train path: poisson_grid128/poisson_grid128_train.h5 - split: test path: poisson_grid128/poisson_grid128_test.h5 --- **ConDiff: A Challenging Dataset for Neural Solvers of Partial Differntial Equations** Please see the [GitHub](https://github.com/condiff-dataset/ConDiff) page of the project for details on data generation and usage.

原始信息汇总

数据集概述

数据集名称

• ConDiff: A Challenging Dataset for Neural Solvers of Partial Differential Equations

许可证

• CC-BY-4.0

语言

• 英语

配置详情

数据集包含多个配置，每个配置下分为训练集和测试集，具体配置如下：

1. cubic0.1_grid64

   • 训练集路径: cubic0.1_grid64/cubic0.1_grid64_train.h5
   • 测试集路径: cubic0.1_grid64/cubic0.1_grid64_test.h5

2. cubic0.1_grid128

   • 训练集路径: cubic0.1_grid128/cubic0.1_grid128_train.h5
   • 测试集路径: cubic0.1_grid128/cubic0.1_grid128_test.h5

3. cubic0.4_grid64

   • 训练集路径: cubic0.4_grid64/cubic0.4_grid64_train.h5
   • 测试集路径: cubic0.4_grid64/cubic0.4_grid64_test.h5

4. cubic0.4_grid128

   • 训练集路径: cubic0.4_grid128/cubic0.4_grid128_train.h5
   • 测试集路径: cubic0.4_grid128/cubic0.4_grid128_test.h5

5. cubic1.0_grid64

   • 训练集路径: cubic1.0_grid64/cubic1.0_grid64_train.h5
   • 测试集路径: cubic1.0_grid64/cubic1.0_grid64_test.h5

6. cubic1.0_grid128

   • 训练集路径: cubic1.0_grid128/cubic1.0_grid128_train.h5
   • 测试集路径: cubic1.0_grid128/cubic1.0_grid128_test.h5

7. cubic2.0_grid64

   • 训练集路径: cubic2.0_grid64/cubic2.0_grid64_train.h5
   • 测试集路径: cubic2.0_grid64/cubic2.0_grid64_test.h5

8. cubic2.0_grid128

   • 训练集路径: cubic2.0_grid128/cubic2.0_grid128_train.h5
   • 测试集路径: cubic2.0_grid128/cubic2.0_grid128_test.h5

9. exponential0.1_grid64

   • 训练集路径: exponential0.1_grid64/exponential0.1_grid64_train.h5
   • 测试集路径: exponential0.1_grid64/exponential0.1_grid64_test.h5

10. exponential0.1_grid128

    • 训练集路径: exponential0.1_grid128/exponential0.1_grid128_train.h5
    • 测试集路径: exponential0.1_grid128/exponential0.1_grid128_test.h5

11. exponential0.4_grid64

    • 训练集路径: exponential0.4_grid64/exponential0.4_grid64_train.h5
    • 测试集路径: exponential0.4_grid64/exponential0.4_grid64_test.h5

12. exponential0.4_grid128

    • 训练集路径: exponential0.4_grid128/exponential0.4_grid128_train.h5
    • 测试集路径: exponential0.4_grid128/exponential0.4_grid128_test.h5

13. exponential1.0_grid64

    • 训练集路径: exponential1.0_grid64/exponential1.0_grid64_train.h5
    • 测试集路径: exponential1.0_grid64/exponential1.0_grid64_test.h5

14. exponential1.0_grid128

    • 训练集路径: exponential1.0_grid128/exponential1.0_grid128_train.h5
    • 测试集路径: exponential1.0_grid128/exponential1.0_grid128_test.h5

15. exponential2.0_grid64

    • 训练集路径: exponential2.0_grid64/exponential2.0_grid64_train.h5
    • 测试集路径: exponential2.0_grid64/exponential2.0_grid64_test.h5

16. exponential2.0_grid128

    • 训练集路径: exponential2.0_grid128/exponential2.0_grid128_train.h5
    • 测试集路径: exponential2.0_grid128/exponential2.0_grid128_test.h5

17. gaussian0.1_grid64

    • 训练集路径: gaussian0.1_grid64/gaussian0.1_grid64_train.h5
    • 测试集路径: gaussian0.1_grid64/gaussian0.1_grid64_test.h5

18. gaussian0.1_grid128

    • 训练集路径: gaussian0.1_grid128/gaussian0.1_grid128_train.h5
    • 测试集路径: gaussian0.1_grid128/gaussian0.1_grid128_test.h5

19. gaussian0.4_grid64

    • 训练集路径: gaussian0.4_grid64/gaussian0.4_grid64_train.h5
    • 测试集路径: gaussian0.4_grid64/gaussian0.4_grid64_test.h5

20. gaussian0.4_grid128

    • 训练集路径: gaussian0.4_grid128/gaussian0.4_grid128_train.h5
    • 测试集路径: gaussian0.4_grid128/gaussian0.4_grid128_test.h5

21. gaussian1.0_grid64

    • 训练集路径: gaussian1.0_grid64/gaussian1.0_grid64_train.h5
    • 测试集路径: gaussian1.0_grid64/gaussian1.0_grid64_test.h5

22. gaussian1.0_grid128

    • 训练集路径: gaussian1.0_grid128/gaussian1.0_grid128_train.h5
    • 测试集路径: gaussian1.0_grid128/gaussian1.0_grid128_test.h5

23. gaussian2.0_grid64

    • 训练集路径: gaussian2.0_grid64/gaussian2.0_grid64_train.h5
    • 测试集路径: gaussian2.0_grid64/gaussian2.0_grid64_test.h5

24. gaussian2.0_grid128

    • 训练集路径: gaussian2.0_grid128/gaussian2.0_grid128_train.h5
    • 测试集路径: gaussian2.0_grid128/gaussian2.0_grid128_test.h5

25. poisson_grid64

    • 训练集路径: poisson_grid64/poisson_grid64_train.h5
    • 测试集路径: poisson_grid64/poisson_grid64_test.h5

26. poisson_grid128

    • 训练集路径: poisson_grid128/poisson_grid128_train.h5
    • 测试集路径: poisson_grid128/poisson_grid128_test.h5