giant

lars/giant

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lars 8475199609 Encode edep/secondary/post energy as a conservation-constrained simplex

Replaces the independent log_delta_e/log_edep targets with 2 additive-log-ratio
coordinates over the deposit/secondary/post-energy simplex (fractions of pre_E
summing to 1), so edep + e_sec + post_E == pre_E holds by construction after
decoding (softmax) rather than being learned approximately. Requires e_sec
(secondary energy) as a new conditioning input and a steps_to_parquet.py pass
to derive it from child track first-step energies.

2026-06-25 16:01:13 +02:00

data

Encode edep/secondary/post energy as a conservation-constrained simplex

2026-06-25 16:01:13 +02:00

model

Encode edep/secondary/post energy as a conservation-constrained simplex

2026-06-25 16:01:13 +02:00

__init__.py

Initial commit: giant surrogate model with two-phase roadmap in README

2026-06-17 09:29:19 +02:00

analysis.py

Encode edep/secondary/post energy as a conservation-constrained simplex