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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.

  • Benchmarking
  • PyTorch
  • Kubernetes
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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