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cfd_benchmark

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Multi-Physics PDE Benchmark
Surrogate Modeling
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cfd_benchmark
File size: 2,551 Bytes
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dataset: CFD_Benchmark
subsets:
- airfoil
- darcy
- elasticity
- ns
- pipe
- plas
files:
- path: airfoil/NACA_Cylinder_Q.npy
  format: npy
  shape:
  - 2490
  - 5
  - 221
  - 51
  dtype: float64
- path: airfoil/NACA_Cylinder_X.npy
  format: npy
  shape:
  - 2490
  - 221
  - 51
  dtype: float64
- path: airfoil/NACA_Cylinder_Y.npy
  format: npy
  shape:
  - 2490
  - 221
  - 51
  dtype: float64
- path: darcy/piececonst_r421_N1024_smooth1.mat
  format: matlab_v5
  variables:
  - name: Kcoeff
    shape:
    - 1024
    - 421
    - 421
    dtype: double
  - name: Kcoeff_x
    shape:
    - 1024
    - 421
    - 421
    dtype: double
  - name: Kcoeff_y
    shape:
    - 1024
    - 421
    - 421
    dtype: double
  - name: coeff
    shape:
    - 1024
    - 421
    - 421
    dtype: double
  - name: sol
    shape:
    - 1024
    - 421
    - 421
    dtype: double
- path: darcy/piececonst_r421_N1024_smooth2.mat
  format: matlab_v5
  variables:
  - name: Kcoeff
    shape:
    - 1024
    - 421
    - 421
    dtype: double
  - name: Kcoeff_x
    shape:
    - 1024
    - 421
    - 421
    dtype: double
  - name: Kcoeff_y
    shape:
    - 1024
    - 421
    - 421
    dtype: double
  - name: coeff
    shape:
    - 1024
    - 421
    - 421
    dtype: double
  - name: sol
    shape:
    - 1024
    - 421
    - 421
    dtype: double
- path: elasticity/Meshes/Random_UnitCell_XY_10.npy
  format: npy
  shape:
  - 972
  - 2
  - 2000
  dtype: float64
- path: elasticity/Meshes/Random_UnitCell_rr_10.npy
  format: npy
  shape:
  - 42
  - 2000
  dtype: float64
- path: elasticity/Meshes/Random_UnitCell_sigma_10.npy
  format: npy
  shape:
  - 972
  - 2000
  dtype: float64
- path: elasticity/Meshes/Random_UnitCell_theta_10.npy
  format: npy
  shape:
  - 2000
  - 10
  dtype: float64
- path: ns/NavierStokes_V1e-5_N1200_T20.mat
  format: matlab_v5
  variables:
  - name: a
    shape:
    - 1200
    - 64
    - 64
    dtype: single
  - name: u
    shape:
    - 1200
    - 64
    - 64
    - 20
    dtype: single
  - name: t
    shape:
    - 1
    - 20
    dtype: single
- path: pipe/Pipe_Q.npy
  format: npy
  shape:
  - 2310
  - 3
  - 129
  - 129
  dtype: float64
- path: pipe/Pipe_X.npy
  format: npy
  shape:
  - 2310
  - 129
  - 129
  dtype: float64
- path: pipe/Pipe_Y.npy
  format: npy
  shape:
  - 2310
  - 129
  - 129
  dtype: float64
- path: plas/plas_N987_T20.mat
  format: matlab_v5
  variables:
  - name: input
    shape:
    - 987
    - 101
    dtype: double
  - name: output
    shape:
    - 987
    - 101
    - 31
    - 20
    - 4
    dtype: double