exojax
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High-resolution transmission line profile w/ inhomogeneity
I think we can model a high-R transmission line profile w/ a VMR inhomogeneity on a chord using exojax. These are just initial thoughts, should be divided into several separated issues:
- auto-differentiable transmission radiative transfer
- opacity computation of metal/atom lines, already raised in #17
- mapping over planet radial velocity distribution along a chord w/ a GP connection. A mapping technique might help this in the Bayesian context, hopefully.
- multiple phase fit, given a planet orbit
The number of lines is limited for this feature, even for a single line is fine. So, we can use the LPF, and even with multiple phase and velocity distribution on a chord, computation complexity is not extremely large for HMC-NUTS (honestly I just hope)
@astrostevanus
That's very interesting, I will try it after I remove the Doppler shadow :)