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Learning to Unscramble Feynman Loop Integrals with SAILIR

hep-ph · 2026-04-06 · unverdicted · novelty 8.0

A self-supervised transformer learns to unscramble Feynman integrals for online IBP reduction, delivering bounded memory use on complex two-loop topologies while matching Kira's speed on the hardest cases tested.

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  • Learning to Unscramble Feynman Loop Integrals with SAILIR hep-ph · 2026-04-06 · unverdicted · none · ref 3

    A self-supervised transformer learns to unscramble Feynman integrals for online IBP reduction, delivering bounded memory use on complex two-loop topologies while matching Kira's speed on the hardest cases tested.