diffbank

diffbank makes creating template banks for gravitational wave searches simple and fast. In a nutshell, it combines differentiable waveforms based on the jax framework with a new variant on random template bank generation. Read through the links below to get started.

• Installation
• Usage
• API

Citing

If you use diffbank in your work, please cite:

@article{Coogan:2022qxs,
    author = "Coogan, Adam and Edwards, Thomas D. P. and Chia, Horng Sheng and
              George, Richard N. and Freese, Katherine and Messick, Cody and
              Setzer, Christian N. and Weniger, Christoph and Zimmerman, Aaron",
    title = "{Efficient Template Bank Generation with Differentiable Waveforms}",
    eprint = "2202.09380",
    archivePrefix = "arXiv",
    primaryClass = "astro-ph.IM",
    reportNumber = "UTTG 26-2021, NORDITA-2022-004",
    month = "2",
    year = "2022"
}