SciML PDE Benchmark

This is a benchmark suite of PDE simulations comprising data for testing the performance of novel simulation or emulation methods against classical simulations.

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341 to 350 of 383 Results

ReacDiff_Nu5.0_Rho5.0.hdf5 Jul 26, 2022 - PDEBench Datasets Hierarchical Data Format - 3.9 GB - MD5: c9c26e2b5f2d4bf5bcbbd4ba34fefd5e Data ReactionDiffusion dataset (1D)
Sod6.hdf5 Jul 26, 2022 - PDEBench Datasets Hierarchical Data Format - 4.7 MB - MD5: adb2d95bf0d48e03bc0d8f4a2cbcd1c6 Data CFD dataset (1D)
1D_Advection_Sols_beta4.0_FNO.pt Jun 21, 2022 - PDEBench Pretrained Models Unknown - 518.6 KB - MD5: 38479648059adc6d77bf7c60911ddc35 Data Advection pre-trained model (FNO) (1D)
1D_Advection_Sols_beta4.0_Unet.pt Jun 21, 2022 - PDEBench Pretrained Models Unknown - 31.1 MB - MD5: e37c31313eefd5568c11af0c36075834 Data Advection pre-trained model (Unet) (1D)
1D_Burgers_Sols_Nu1.0_FNO.pt Jun 21, 2022 - PDEBench Pretrained Models Unknown - 518.6 KB - MD5: 09510743c315a505c42e2da4c5313a9d Data Burgers pre-trained model (FNO) (1D)
1D_Burgers_Sols_Nu1.0_Unet.pt Jun 21, 2022 - PDEBench Pretrained Models Unknown - 31.1 MB - MD5: fedc814f213e17be7338e493c6cffabe Data Burgers pre-trained model (Unet) (1D)
1DCFD_FNO.tar Jun 21, 2022 - PDEBench Pretrained Models TAR Archive - 2.6 MB - MD5: f0ad9bb3bc212fd905038a2cfcb5b190 Data 1D compressible NS eq pretrained model for FNO
1DCFD_PINN.tar Jun 21, 2022 - PDEBench Pretrained Models TAR Archive - 1.6 MB - MD5: 06e1cb179ae9f4c45db41c31ef299288 Data 1D compressible NS eq pretrained model for PINN
1D_CFD_Shock_trans_Train_FNO.pt Jun 21, 2022 - PDEBench Pretrained Models Unknown - 522.1 KB - MD5: 341dc4818086d1bd2275aee63460d832 Data CFD pre-trained model (FNO) (1D)
1D_CFD_Shock_trans_Train_Unet.pt Jun 21, 2022 - PDEBench Pretrained Models Unknown - 31.1 MB - MD5: 8a6b749897d882e0a9acefcb1ec98c36 Data CFD pre-trained model (Unet) (1D)

ReacDiff_Nu5.0_Rho5.0.hdf5

Jul 26, 2022 - PDEBench Datasets

Hierarchical Data Format - 3.9 GB -

Data

ReactionDiffusion dataset (1D)

Sod6.hdf5

Jul 26, 2022 - PDEBench Datasets

Hierarchical Data Format - 4.7 MB -

Data

CFD dataset (1D)

1D_Advection_Sols_beta4.0_FNO.pt