duqtools / duqtools

Dynamic uncertainty quantification for Tokamak reactor simulations modelling

Home Page:https://duqtools.readthedocs.io/en/latest/

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

Documentation Status Tests Tests (IMAS) PyPI - Python Version PyPI DOI Coverage

Duqtools banner

Duqtools

Duqtools is a tool for Dynamic Uncertainty Quantification for Tokamak reactor simulations modelling.

Features:

  • Set up 100s of simulation runs from a single template
  • Launch standard sets of sensitivity tests with minimal programming
  • Batch job submission and status tracking
  • Supports the Standardized Interface Data Structures (IDSs) data directory
  • Compare and visualize 100s of simulations in one overview
  • Display simulation results as confidence ranges and distributions

Duqtools is currently under active development. It runs on linux only and requires the ITER Integrated Modeling and Analysis Suite (IMAS).

To install:

pip install duqtools

The source code is available from Github.

Suggestions, improvements, and edits are most welcome.

Development

Check out our Contributing Guidelines to get started with development.

About

Dynamic uncertainty quantification for Tokamak reactor simulations modelling

https://duqtools.readthedocs.io/en/latest/

License:Apache License 2.0


Languages

Language:Jupyter Notebook 47.7%Language:Python 45.5%Language:Shell 6.8%