Published November 26, 2025 | Version v1
Model Open

DINGO-T1 model for "Flexible Gravitational-Wave Parameter Estimation with Transformers"

  • 1. ROR icon Max Planck Institute for Intelligent Systems
  • 2. ROR icon Max Planck Institute for Gravitational Physics
  • 3. ELLIS Institute Tübingen
  • 4. ROR icon Tübingen AI Center
  • 5. ROR icon University of Nottingham
  • 6. ROR icon University of Maryland, College Park
  • 7. University of Florida
  • 8. ROR icon University of Tübingen
  • 9. EDMO icon University of Maryland

Description

DINGO-T1 and DINGO NPE baseline models for the paper "Flexible Gravitational-Wave Parameter Estimation with Transformers".

How to download all files from this page

If you would like to download all files on this page, you can use zenodo_get:

pip install zenodo_get
zenodo_get RECORD_ID_OR_DOI

where the record ID for the most recent version of this page is 17726076.

How to perform inference with the DINGO-T1 model

Performing inference with dingo_pipe is illustrated in this tutorial: https://github.com/dingo-gw/dingo-T1

Files

Files (1.1 GB)

Name Size Download all
md5:efb4e1f3da0d52cfa3487f5881535948
458.0 MB Download
md5:045ab1bac2ddfc542cc3781b834e9c27
640.9 MB Download

Additional details

Software