erbacher/PDEBench-1D-full

Name: erbacher/PDEBench-1D-full
Creator: erbacher
Published: 2023-11-09 21:03:53
License: 暂无描述

Hugging Face2023-11-09 更新2024-03-04 收录

下载链接：

https://hf-mirror.com/datasets/erbacher/PDEBench-1D-full

下载链接

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官方服务：

资源简介：

--- configs: - config_name: default data_files: - split: train path: data/train-* dataset_info: features: - name: parameters dtype: string - name: tensor sequence: sequence: sequence: float32 - name: id dtype: int64 - name: cls dtype: class_label: names: '0': 1D_Advection_Sols_beta0.1.hdf5 '1': 1D_Advection_Sols_beta0.2.hdf5 '2': 1D_Advection_Sols_beta0.4.hdf5 '3': 1D_Advection_Sols_beta0.7.hdf5 '4': 1D_Advection_Sols_beta1.0.hdf5 '5': 1D_Advection_Sols_beta2.0.hdf5 '6': 1D_Advection_Sols_beta4.0.hdf5 '7': 1D_Advection_Sols_beta7.0.hdf5 '8': 1D_Burgers_Sols_Nu0.001.hdf5 '9': 1D_Burgers_Sols_Nu0.002.hdf5 '10': 1D_Burgers_Sols_Nu0.004.hdf5 '11': 1D_Burgers_Sols_Nu0.01.hdf5 '12': 1D_Burgers_Sols_Nu0.02.hdf5 '13': 1D_Burgers_Sols_Nu0.04.hdf5 '14': 1D_Burgers_Sols_Nu0.1.hdf5 '15': 1D_Burgers_Sols_Nu0.2.hdf5 '16': 1D_Burgers_Sols_Nu0.4.hdf5 '17': 1D_Burgers_Sols_Nu1.0.hdf5 '18': 1D_Burgers_Sols_Nu2.0.hdf5 '19': 1D_Burgers_Sols_Nu4.0.hdf5 '20': 1D_CFD_Rand_Eta0.01_Zeta0.01_periodic_Train.hdf5-density '21': 1D_CFD_Rand_Eta0.01_Zeta0.01_periodic_Train.hdf5-pressure '22': 1D_CFD_Rand_Eta0.01_Zeta0.01_periodic_Train.hdf5-vx '23': 1D_CFD_Rand_Eta0.1_Zeta0.1_periodic_Train.hdf5-density '24': 1D_CFD_Rand_Eta0.1_Zeta0.1_periodic_Train.hdf5-pressure '25': 1D_CFD_Rand_Eta0.1_Zeta0.1_periodic_Train.hdf5-vx '26': 1D_CFD_Rand_Eta1.e-8_Zeta1.e-8_periodic_Train.hdf5-density '27': 1D_CFD_Rand_Eta1.e-8_Zeta1.e-8_periodic_Train.hdf5-pressure '28': 1D_CFD_Rand_Eta1.e-8_Zeta1.e-8_periodic_Train.hdf5-vx '29': 1D_CFD_Rand_Eta1.e-8_Zeta1.e-8_trans_Train.hdf5-density '30': 1D_CFD_Rand_Eta1.e-8_Zeta1.e-8_trans_Train.hdf5-pressure '31': 1D_CFD_Rand_Eta1.e-8_Zeta1.e-8_trans_Train.hdf5-vx '32': ReacDiff_Nu0.5_Rho1.0.hdf5 '33': ReacDiff_Nu0.5_Rho10.0.hdf5 '34': ReacDiff_Nu0.5_Rho2.0.hdf5 '35': ReacDiff_Nu0.5_Rho5.0.hdf5 '36': ReacDiff_Nu1.0_Rho1.0.hdf5 '37': ReacDiff_Nu1.0_Rho10.0.hdf5 '38': ReacDiff_Nu1.0_Rho2.0.hdf5 '39': ReacDiff_Nu1.0_Rho5.0.hdf5 '40': ReacDiff_Nu2.0_Rho1.0.hdf5 '41': ReacDiff_Nu2.0_Rho10.0.hdf5 '42': ReacDiff_Nu2.0_Rho2.0.hdf5 '43': ReacDiff_Nu2.0_Rho5.0.hdf5 '44': ReacDiff_Nu5.0_Rho1.0.hdf5 '45': ReacDiff_Nu5.0_Rho10.0.hdf5 '46': ReacDiff_Nu5.0_Rho2.0.hdf5 '47': ReacDiff_Nu5.0_Rho5.0.hdf5 splits: - name: train num_bytes: 99806420000 num_examples: 480000 download_size: 2640711523 dataset_size: 99806420000 --- # Dataset Card for "PDEBench-1D-full" [More Information needed](https://github.com/huggingface/datasets/blob/main/CONTRIBUTING.md#how-to-contribute-to-the-dataset-cards)

提供机构：

erbacher

原始信息汇总

数据集概述

数据集配置

配置名称: default
数据文件:
- 分割: train
- 路径: data/train-*

数据集信息

特征:
- 名称: parameters
  - 数据类型: string
- 名称: tensor
  - 序列类型: float32
- 名称: id
  - 数据类型: int64
- 名称: cls
  - 数据类型: class_label
  - 类别名称:
    - 0: 1D_Advection_Sols_beta0.1.hdf5
    - 1: 1D_Advection_Sols_beta0.2.hdf5
    - 2: 1D_Advection_Sols_beta0.4.hdf5
    - 3: 1D_Advection_Sols_beta0.7.hdf5
    - 4: 1D_Advection_Sols_beta1.0.hdf5
    - 5: 1D_Advection_Sols_beta2.0.hdf5
    - 6: 1D_Advection_Sols_beta4.0.hdf5
    - 7: 1D_Advection_Sols_beta7.0.hdf5
    - 8: 1D_Burgers_Sols_Nu0.001.hdf5
    - 9: 1D_Burgers_Sols_Nu0.002.hdf5
    - 10: 1D_Burgers_Sols_Nu0.004.hdf5
    - 11: 1D_Burgers_Sols_Nu0.01.hdf5
    - 12: 1D_Burgers_Sols_Nu0.02.hdf5
    - 13: 1D_Burgers_Sols_Nu0.04.hdf5
    - 14: 1D_Burgers_Sols_Nu0.1.hdf5
    - 15: 1D_Burgers_Sols_Nu0.2.hdf5
    - 16: 1D_Burgers_Sols_Nu0.4.hdf5
    - 17: 1D_Burgers_Sols_Nu1.0.hdf5
    - 18: 1D_Burgers_Sols_Nu2.0.hdf5
    - 19: 1D_Burgers_Sols_Nu4.0.hdf5
    - 20: 1D_CFD_Rand_Eta0.01_Zeta0.01_periodic_Train.hdf5-density
    - 21: 1D_CFD_Rand_Eta0.01_Zeta0.01_periodic_Train.hdf5-pressure
    - 22: 1D_CFD_Rand_Eta0.01_Zeta0.01_periodic_Train.hdf5-vx
    - 23: 1D_CFD_Rand_Eta0.1_Zeta0.1_periodic_Train.hdf5-density
    - 24: 1D_CFD_Rand_Eta0.1_Zeta0.1_periodic_Train.hdf5-pressure
    - 25: 1D_CFD_Rand_Eta0.1_Zeta0.1_periodic_Train.hdf5-vx
    - 26: 1D_CFD_Rand_Eta1.e-8_Zeta1.e-8_periodic_Train.hdf5-density
    - 27: 1D_CFD_Rand_Eta1.e-8_Zeta1.e-8_periodic_Train.hdf5-pressure
    - 28: 1D_CFD_Rand_Eta1.e-8_Zeta1.e-8_periodic_Train.hdf5-vx
    - 29: 1D_CFD_Rand_Eta1.e-8_Zeta1.e-8_trans_Train.hdf5-density
    - 30: 1D_CFD_Rand_Eta1.e-8_Zeta1.e-8_trans_Train.hdf5-pressure
    - 31: 1D_CFD_Rand_Eta1.e-8_Zeta1.e-8_trans_Train.hdf5-vx
    - 32: ReacDiff_Nu0.5_Rho1.0.hdf5
    - 33: ReacDiff_Nu0.5_Rho10.0.hdf5
    - 34: ReacDiff_Nu0.5_Rho2.0.hdf5
    - 35: ReacDiff_Nu0.5_Rho5.0.hdf5
    - 36: ReacDiff_Nu1.0_Rho1.0.hdf5
    - 37: ReacDiff_Nu1.0_Rho10.0.hdf5
    - 38: ReacDiff_Nu1.0_Rho2.0.hdf5
    - 39: ReacDiff_Nu1.0_Rho5.0.hdf5
    - 40: ReacDiff_Nu2.0_Rho1.0.hdf5
    - 41: ReacDiff_Nu2.0_Rho10.0.hdf5
    - 42: ReacDiff_Nu2.0_Rho2.0.hdf5
    - 43: ReacDiff_Nu2.0_Rho5.0.hdf5
    - 44: ReacDiff_Nu5.0_Rho1.0.hdf5
    - 45: ReacDiff_Nu5.0_Rho10.0.hdf5
    - 46: ReacDiff_Nu5.0_Rho2.0.hdf5
    - 47: ReacDiff_Nu5.0_Rho5.0.hdf5

数据分割

名称: train
- 字节数: 99806420000
- 样本数: 480000

数据集大小

下载大小: 2640711523
数据集大小: 99806420000

5,000+

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