|
|
--- |
|
|
license: cc-by-nc-4.0 |
|
|
task_categories: |
|
|
- tabular-regression |
|
|
- tabular-classification |
|
|
language: |
|
|
- en |
|
|
tags: |
|
|
- simulation |
|
|
- multiphase |
|
|
- oil |
|
|
- gas |
|
|
- water |
|
|
- well |
|
|
pretty_name: ManyWells simulated multiphase flow data |
|
|
size_categories: |
|
|
- 1M<n<10M |
|
|
--- |
|
|
# Dataset Card for ManyWells |
|
|
|
|
|
<!-- Provide a quick summary of the dataset. --> |
|
|
|
|
|
This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1). |
|
|
|
|
|
## Dataset Details |
|
|
|
|
|
### Dataset Description |
|
|
|
|
|
<!-- Provide a longer summary of what this dataset is. --> |
|
|
|
|
|
- **Curated and shared by:** [Solution Seeker AS](https://www.solutionseeker.no) |
|
|
- **License:** Creative Commons BY-NC 4.0 |
|
|
|
|
|
### Dataset Sources [optional] |
|
|
|
|
|
<!-- Provide the basic links for the dataset. --> |
|
|
|
|
|
- **Repository:** [Official GitHub repository of the ManyWells project](https://github.com/solution-seeker-as/manywells) |
|
|
- **Paper [optional]:** [More Information Needed] |
|
|
|
|
|
## Uses |
|
|
|
|
|
<!-- Address questions around how the dataset is intended to be used. --> |
|
|
|
|
|
### Direct Use |
|
|
|
|
|
<!-- This section describes suitable use cases for the dataset. --> |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
|
|
|
## Dataset Structure |
|
|
|
|
|
<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. --> |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
## Dataset Creation |
|
|
|
|
|
### Curation Rationale |
|
|
|
|
|
The ManyWells datasets were created to facilitate research on machine learning and other data-driven methodologies on petroleum production use cases. |
|
|
|
|
|
### Source Data |
|
|
|
|
|
<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). --> |
|
|
|
|
|
#### Data Collection and Processing |
|
|
|
|
|
<!-- This section describes the data collection and processing process such as data selection criteria, filtering and normalization methods, tools and libraries used, etc. --> |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
#### Who are the source data producers? |
|
|
|
|
|
The ManyWells datasets were created by Norwegian private company Solution Seeker AS in cooperation with the Norwegian University of Science and Technology. |
|
|
|
|
|
|
|
|
#### Personal and Sensitive Information |
|
|
|
|
|
The dataset does not contain any personal, sensitive, or private data. |
|
|
|
|
|
## Citation [optional] |
|
|
|
|
|
<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. --> |
|
|
|
|
|
**BibTeX:** |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
**APA:** |
|
|
|
|
|
[More Information Needed] |
|
|
|
|
|
|
|
|
## Dataset Card Contact |
|
|
|
|
|
Queries about the dataset can be directed to Bjarne Grimstad (e-mail: [email protected]). |
