|
|
--- |
|
|
language: |
|
|
- en |
|
|
license: mit |
|
|
task_categories: |
|
|
- time-series-forecasting |
|
|
dataset_info: |
|
|
features: |
|
|
- name: t |
|
|
dtype: |
|
|
array2_d: |
|
|
shape: |
|
|
- 1001 |
|
|
- 1 |
|
|
dtype: float64 |
|
|
- name: x |
|
|
dtype: |
|
|
array2_d: |
|
|
shape: |
|
|
- 1001 |
|
|
- 900 |
|
|
dtype: float64 |
|
|
- name: args |
|
|
dtype: |
|
|
array2_d: |
|
|
shape: |
|
|
- 1001 |
|
|
- 1 |
|
|
dtype: float64 |
|
|
splits: |
|
|
- name: train |
|
|
num_bytes: 4413496400 |
|
|
num_examples: 610 |
|
|
- name: valid |
|
|
num_bytes: 795876400 |
|
|
num_examples: 110 |
|
|
- name: test_fast |
|
|
num_bytes: 3617620000 |
|
|
num_examples: 500 |
|
|
- name: test_medium |
|
|
num_bytes: 3617620000 |
|
|
num_examples: 500 |
|
|
- name: test_slow |
|
|
num_bytes: 3617620000 |
|
|
num_examples: 500 |
|
|
download_size: 14279999184 |
|
|
dataset_size: 16062232800 |
|
|
configs: |
|
|
- config_name: default |
|
|
data_files: |
|
|
- split: train |
|
|
path: data/train-* |
|
|
- split: valid |
|
|
path: data/valid-* |
|
|
- split: test_fast |
|
|
path: data/test_fast-* |
|
|
- split: test_medium |
|
|
path: data/test_medium-* |
|
|
- split: test_slow |
|
|
path: data/test_slow-* |
|
|
--- |
|
|
|
|
|
# Dataset for polymer dynamics |
|
|
|
|
|
|
|
|
References |
|
|
- Chen, X. et al. Constructing custom thermodynamics using deep learning. Nature Computational Science 4, 66–85 (2024). |
|
|
|
|
|
|
