Summary
Overview
Education
Skills
Field Interests
Key Projects
Timeline
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Peter Constantine Morningstar

Rochdale,Greater Manchester

Summary

Finished a master's project with ATLAS, utilising Python, C++, and machine learning for jet identification. Developed crucial qualitative and quantitative skills in big data analysis, applied physics, and scientific reasoning. Plans include pursuing enriching work opportunities that apply physics, towards materials science and nuclear engineering.

Overview

6
6
years of post-secondary education

Education

Master of Physics with Honours - Physics

The University of Manchester
2020.01 - 2026.01

Skills

Programming and Tools

  • Python and C
  • ROOT and Linux
  • Git Version Control
  • Scientific Programming

Machine Learning and Data Science

  • Representation Learning
  • Big Data Analysis and Statistical Modelling

Scientific Methods

  • High-Dimensional Data Analysis
  • Scientific Report Writing
  • Numerical Methods

Imaging and Physical Modelling

  • Detector Physics and Signal Processing

Languages

  • English, Polish, and French

Field Interests

  • Materials Science
  • Metallurgy
  • Nuclear Engineering
  • Radiation Protection
  • Data Science

Key Projects

MPhys project

  • Critically evaluated a novel machine learning algorithm for event reconstruction and identification in high-dimensional datasets.
  • Utilised advanced statistical analysis for reconstruction optimisation and pattern misidentification reduction.
  • Worked with large-scale ATLAS Monte Carlo simulated datasets.

Study of Higgs bosons decaying to two photons with the ATLAS experiment

  • Implemented complex event selection criteria onto a large ATLAS dataset.
  • Utilised statistical methods of significance and modelling in signal analysis.

Nuclear magnetic resonance experiment

  • Investigated resonant absorption of high-frequency radio waves by nuclei in an intense magnetic field.

High-resolution gamma-ray spectroscopy

  • Utilised the properties of gamma rays for radionuclide identification by using a high-purity germanium semiconductor detector and a multichannel analyser.

Timeline

Master of Physics with Honours - Physics

The University of Manchester
2020.01 - 2026.01
Peter Constantine Morningstar