Fig 2c in (new) Adade & Albuquerque 2024 example; new physics submodule: bulk phase partitioning with one impl as in Kaul et al. 2015

[slayoo]

No description provided.

[slayoo]

CC: @trontrytel, @AgnieszkaMakulska, @tluettm, @amylu00

Here's a first step towards implementing a new mixed-phase example in PySDM: the Abade & Albuquerque 2024 study (https://doi.org/10.1002/qj.4775)

For now, we have Fig. 2c reproduced:

Next steps:

• immersion freezing (straightforward, can use existing INAS logic in PySDM, can be extended to compare with time-dependent ABIFM)
• diffusional growth - will need extension of existing liquid condensation support to cover ice phase
• the fluctuations model following the paper (incl. local temperature and local vapour mixing ratio attributes)

Feedback and contributions welcome!

[codecov]

Codecov Report

Attention: Patch coverage is 94.44444% with 1 line in your changes missing coverage. Please review.

Project coverage is 84.12%. Comparing base (267eef7) to head (ee662e1).

Files	Patch %	Lines
...physics/bulk_phase_partitioning/kaul_et_al_2015.py	85.71%	1 Missing ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #1365      +/-   ##
==========================================
+ Coverage   84.09%   84.12%   +0.02%     
==========================================
  Files         366      368       +2     
  Lines        9006     9024      +18     
==========================================
+ Hits         7574     7591      +17     
- Misses       1432     1433       +1     

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

[trontrytel]

This looks great! Thank you for letting us know. It will be great to use it for testing/calibration of the bulks scheme ice formation in CM.jl