Manywells: Multiphase Flow Simulation Data for Oil and Gas Wells

Developed by solution-seeker-as and last updated in February 2026, this dataset provides simulation data and code for multiphase flow in oil and gas wells. It serves as the official repository for the ManyWells project, focusing on petroleum engineering applications and fluid dynamics.

Use Cases

• Validation of multiphase flow models using simulation output data
• Training machine learning models to predict pressure drops based on flow rate features
• Benchmarking petroleum engineering algorithms against the ManyWells simulation code

Strengths

• Provides both simulation code and raw data for reproducibility
• Focuses on specialized multiphase flow dynamics in petroleum engineering
• Maintained as an official project repository

Limitations

• Unknown record count and file size
• Schema and column definitions are not explicitly defined in the metadata
• Unknown license status may restrict commercial application

Provenance

Source

solution-seeker-as (GitHub)

Collection Method

synthetic

Freshness

Updated as of February 2026.