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simulation-to-data

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holger-kch / Narrowing-the-Gap-Between-Simulation-and-Real-Data-in-IceCube

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Master thesis preparation project on reducing simulation-to-data discrepancies in IceCube using transformer-based event classification, direction reconstruction, and GBDT reweighting.

machine-learning monte-carlo pytorch transformer xgboost gbdt gradient-boosting astroparticle-physics icecube domain-adaptation event-classification neutrino-physics reweighting simulation-to-data direction-reconstruction
  • Updated Jul 15, 2026
  • Python

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