https://github.com/duqtools/duqtools

Dynamic uncertainty quantification for Tokamak reactor simulations modelling
https://github.com/duqtools/duqtools

fusion-reactor modelling python tokamak uncertainty-quantification

Last synced: 8 days ago
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Dynamic uncertainty quantification for Tokamak reactor simulations modelling

• Host: GitHub
• URL: https://github.com/duqtools/duqtools
• Owner: duqtools
• License: apache-2.0
• Created: 2022-05-16T07:50:18.000Z (about 4 years ago)
• Default Branch: main
• Last Pushed: 2025-06-25T15:19:21.000Z (12 months ago)
• Last Synced: 2026-05-21T16:36:05.662Z (28 days ago)
• Topics: fusion-reactor, modelling, python, tokamak, uncertainty-quantification
• Language: Jupyter Notebook
• Homepage: https://duqtools.readthedocs.io/en/latest/
• Size: 9.39 MB
• Stars: 10
• Watchers: 2
• Forks: 3
• Open Issues: 7
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Code of conduct: CODE_OF_CONDUCT.md
  • Citation: CITATION.cff

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• awesome-ml-in-plasma-physics - duqtools - IMAS-based dynamic uncertainty quantification for tokamak simulation campaigns (Tools / Simulation and Modeling Frameworks)

README

          
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# Duqtools

*Duqtools* is a tool for **D**ynamic **U**ncertainty **Q**uantification 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](http://iter.org/) Integrated Modeling and Analysis Suite ([IMAS](https://confluence.iter.org/display/IMP)).

To install:

```console

pip install duqtools

```

Or to use on the gateway:

```console

module use /gss_efgw_work/work/g2vazizi/duqtools/modules

module load duqtools/3.1.6

```

The source code is available from [Github](https://github.com/duqtools/duqtools).

Suggestions, improvements, and edits are most welcome.

## Development

Check out our [Contributing Guidelines](CONTRIBUTING.md#Getting-started-with-development) to get started with development.