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davecwright3 / holodeck

Massive Black-Hole Binary Population Synthesis for Gravitational Wave Calculations ≋●≋●≋
https://holodeck-gw.readthedocs.io
MIT License
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Figure out how to compare free spectra to collection of holodeck simulations #3

Open davecwright3 opened 11 months ago

davecwright3 commented 11 months ago

The free spectra are KDEs of the PSD in a given PTA dataset without any imposed spectral shape. We need to compare a discrete distribution of gwb spectra to these. I see two methods for this

  1. Compute KDEs for holodeck realizations (slow) NOT SLOW. Going with this.
  2. Bin the free spectra and holodeck realizations similarly so that we can extract features with some kind of embedding network
davecwright3 commented 11 months ago

https://github.com/davecwright3/holodeck/tree/holodeck-kde

Initial implementation done. Needs testing on parallelization