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Bring in monotonic Fburstpop model #92

Merged
merged 3 commits into from
Feb 14, 2025
Merged

Bring in monotonic Fburstpop model #92

merged 3 commits into from
Feb 14, 2025

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aphearin
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This PR brings in fburstpop_mono.py. This is a monotonic version of fburstpop.py, analogous to freqburst_mono.py and avpop_mono.py. The default parameters are shown here:

fburst_vs_logsm

I fiddled around a bit with plotting a wide range of models within the unbounded space, and qualitatively this new model fburstpop_mono.py appears to be much more constrained than the fburstpop.py model we have been using. The default setting of fburstpop.py is fine, but it's got far more wide-ranging phenomenology than the new model. See below for plots.

Here are a couple of typical example for randomly selected points in the u-param space of fburstpop_mono.py`:
alt_fburst_vs_logsm
alt2_fburst_vs_logsm

Whereas here are a couple of examples from the fburstpop.py model we have been using:

alt_old_fburst_vs_logsm
alt2_old_fburst_vs_logsm

@aphearin aphearin merged commit 8ee71f1 into main Feb 14, 2025
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@aphearin aphearin deleted the fburst_mono branch February 14, 2025 21:57
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