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David Ruth

Assistant Professor, Physics Department

Regular Faculty

Gardiner Hall Room 355

MSC 3D 1255 N Horseshoe

Las Cruces, NM 88003

druth@nmsu.edu

443-204-6335

Website

My research is focused in experimental nuclear physics studying the internal structure of the proton and deuteron. As part of this effort I am engaged in the contributions to the construction of the Electron-Ion Collider (EIC) at Brookhaven National Laboratory. Part of this work involves using machine learning to develop the software that will be used in this machine. So far, I have developed several neural networks which will be used for reconstruction of particle momenta in the EIC’s first detector. The work I am doing currently focused on physics applications of simple neural networks such as Multilayer Perceptrons and K-Means clustering algorithms.

Expertise

  • Machine Learning
  • Neural Networks
  • Nuclear Physics Research
  • Multilayer Perceptron
  • K-Means
  • Physics
  • Nuclear
  • Hadronic
  • Proton
  • Electron-Ion Collider
  • Jefferson Lab
  • Polarization
  • Reconstruction
  • Momentum
  • College

Profile Links

Awards

  • N/A

Accordion

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To complete the details block content :

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