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2 commits

Author SHA1 Message Date
69b5caf876
Normalize ML features to prevent NaN gradient explosion
Raw features had vastly different scales (pressure ~1013, sin/cos ~[-1,1])
causing gradient explosion. Normalize all atmospheric features to ~[0,1]
using known physical bounds. Add Polaris dep for optimizer.
2026-04-01 09:08:33 -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