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FelixJMartin/README.md

Hello! 👋

I'm Felix Martin, a third-year MSc student in Engineering Physics at Uppsala University.

Computational physics & ML student at Uppsala University. I use GitHub to showcase coursework, research projects, and hackathon solutions.

🔬 Current Focus

Bachelor Thesis: Machine learning for particle tracking (TrackML Challenge–inspired)

  • Developing algorithms for high-energy physics detector reconstruction
  • Working with CERN LHC detector data
  • Implementing track pattern recognition using ML techniques

Research interests:

  • Computational physics and numerical methods
  • Scientific machine learning
  • Data analysis and algorithm development

Track reconstruction example     TrackML detector geometry at CERN
Particle track reconstruction in the TrackML challenge for LHC detectors at CERN

📂 What You'll Find Here

🎓 Course Projects — Structured implementations from advanced physics and ML courses
🏆 Hackathons — Fast-paced problem solving and prototypes (CISPA, Uppsala challenges)
🔧 Side Projects — Experiments in simulation, optimization, and scientific computing

All repositories aim to be clear, reproducible, and well-documented.

Acoustic wave equation in 2D
Numerical solution of the 2D acoustic wave equation using SBP–projection methods

🛠️ Tech Stack

Languages: Python • MATLAB • C/C++
Scientific Computing: NumPy • SciPy • Matplotlib • Pandas
Tools: Git • LaTeX • Jupyter

📫 Connect

LinkedIn GitHub

Feel free to reach out!

Pinned Loading

  1. CISPA-HACKATHON-2026 CISPA-HACKATHON-2026 Public

    Forked from ChristofferNo/CISPA-HACKATHON-2026

    ## Credits This project was developed during the CISPA Hackathon 2026 in collaboration with [FelixMartin](https://github.com/ChristofferNo). Original repository: [CISPA-HACKATHON-2026](https://gith…

    Python

  2. ML-track-reconstruction-thesis ML-track-reconstruction-thesis Public

    Bachelor’s thesis project on machine learning for particle track reconstruction at the LHC (CERN). Focuses on ML methods for tracking from sparse detector hits, inspired by large-scale collider dat…

    Python

  3. Considition-Hackathlon-2025 Considition-Hackathlon-2025 Public

    Participated in considition global hackathlon nov 2025 with the aim of using "AI and machine learning, develop an algorithm to optimise EV charging in urban environments."

    Python

  4. High-order-acoustics-sbp High-order-acoustics-sbp Public

    High-order SBP-Projection finite difference methods for the acoustic wave equation in 1D and 2D. Focus on stability, well-posed boundary conditions, interfaces, convergence studies, and RK4 time in…

    MATLAB

  5. SVD-pattern-recognition SVD-pattern-recognition Public

    SVD-Based Handwritten Digit Classification This project implements a classification algorithm for handwritten digits using Singular Value Decomposition (SVD). It was developed as part of a miniproj…

    Python 1

  6. EV-range-simulation-python EV-range-simulation-python Public

    Estimate the remaining driving range of an electric vehicle along a given route based on speed data and consumption models. Built in Python using numerical methods.

    Python