Pretraining data composition can engineer scaling laws for jet classification to favor data scaling over model scaling.
OmniLearned: A foundation model framework for all tasks involving jet physics.Physical Review D, 113: 032020, 2026
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Towards Engineering Scaling Laws with Pretraining Data Composition
Pretraining data composition can engineer scaling laws for jet classification to favor data scaling over model scaling.