University · Physics · Computational Physics

Machine Learning in Physics

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Neural networks for physics problems, accelerating simulations with ML, and applications to particle physics (LHC), condensed matter, and astrophysics.

Inhaltsübersicht

  • Why Machine Learning Has Entered Physics
  • Neural Networks as Variational Wavefunctions
  • Particle Physics: Triggering, Reconstruction, and Anomaly Detection at the LHC
  • Condensed Matter and Astrophysics: Phase Identification, Surrogates, and the Sky
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Learn Machine Learning in Physics — Computational Physics Physics | Summary, Flashcards & Quiz