Particle physics + ML · 2025
Benchmarking models where the metric changes the answer
Controlled comparison of neural and tree-based models on simulated ATLAS collision events.
Collaborative researchScroll to investigate ↓
A benchmark is an argument
This case study will focus on how preprocessing, model family, calibration, AMS, class-weighted accuracy, and computational cost shaped the comparison—not merely which model produced the largest number.
Evidence to be added
The initial page is intentionally provisional until the associated report, repository, and presentation material are available.
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