README.md

metadata

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

Paper.

Please see the GitHub page of the project for details on data generation and usage.