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3 commits

Author SHA1 Message Date
5c9b43d619
Update analysis with solar time, refine algo.md time-of-day section
Solar time (longitude/15) replaces fixed CDT/CST offset for time-of-day
scoring. Correlation analysis shows dramatic improvement at higher
frequencies: 24 GHz rho jumps from 0.056 (UTC) to 0.188 (solar), and
75 GHz corrects from spurious -0.39 to physically correct +0.24.
2026-04-01 09:02:57 -05:00
c12f8cf5ed
Use local solar time for time-of-day scoring, add PWAT factor and pressure refinements
Score time-of-day per grid point using longitude/15 solar offset instead of
hardcoded CST/CDT. Add PWAT as 10th scoring factor. Refine pressure thresholds.
Update ML model and training pipeline to use local solar time.
2026-04-01 08:58:21 -05:00
8949920b7f
Add Nx/Axon/EXLA ML model skeleton for propagation prediction
13-feature feed-forward network (atmospheric + temporal + frequency).
Includes build, init, predict, encode_features, save/load to disk.
Model weights saved to priv/models/propagation_v1.nx (gitignored).
Not yet trained — scaffolding only.
2026-03-31 16:26:34 -05:00