Collaboration

Sage is an active research project and we are always keen to work with new collaborators. Whether you want to deploy Sage on your own dataset, adapt it to a new detector or custom GW source, or contribute to the codebase, we would love to hear from you.


What we can do together

Custom GW searches

Deploy Sage for your specific detector configuration or custom GW source. The pipeline is not limited to CBC signals — we are actively interested in extending to other source classes including continuous waves, bursts, and beyond.

Joint research

Collaborate on extending the methodology — new architectures, bias studies, parameter estimation, or multi-messenger follow-up.

Technical support

Get help setting up the data pipeline, configuring the training loop, or interpreting diagnostic outputs for your use case.

Code contributions

Contribute new waveform models, noise strategies, or DSP components. See the GitHub repository for open issues and contribution guidelines.


The Sage Team

Narenraju Nagarajan
Narenraju Nagarajan

Postdoctoral Researcher · University of Potsdam

ORCID · GitHub

Christopher Messenger
Christopher Messenger

Senior Lecturer · University of Glasgow

ORCID


Get in touch

General enquiries

nagarajan@uni-potsdam.de

GitHub

Open an issue or start a discussion on the Sage repository for technical questions and feature requests.


Citing Sage

If you use Sage in your research, please cite the paper and software:

Identifying and Mitigating Machine Learning Biases for the Gravitational-Wave Detection Problem — Nagarajan & Messenger, Phys. Rev. D 112, 103002 (2025). [paper] [arXiv] [Zenodo]

See the Citation & Acknowledgements page for full BibTeX entries.