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jperez-physics/README.md

Hi! I'm Jaime Pérez

Physics undergraduate student at Universidad de Córdoba (Montería, Colombia). I build tools that let machines discover physical laws from data.

🚀 About me

  • 🔬 Research: Vectorial symbolic regression - teaching PySR to respect the geometry of physics
  • ⚛️ Research Group: Quantum Information & Quantum Computation
  • 📈 Focus: KAN + PySR pipelines for automated theory discovery in physics

🛠️ Languages

Python Fortran Markdown LaTeX

💻 Software & Tools

Git Obsidian Notion Overleaf

📂 Featured Projects

Project Description Stack
PyMISR Python implementation of the MISR algorithm (Muñoz et al., Nature Physics 2023) for nuclear binding energy model discovery Python, PySR, SymPy, Julia, Optuna
physkit-fortran Numerical methods library in Fortran (ODE solvers, linear algebra, root finding) Fortran

🎓 Education

B.Sc. Physics — Universidad de Córdoba (2023 – present)

  • Average: 4.2/5.0 · Honor Roll (1st place, 2023-2)

📫 Contact

Email GitHub

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    Digital twin of an ion beamline simulated in SIMION, built for the MIT–UNAL Digital Twins Hackathon (Medellín 2026).

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