Resources & Notes
Welcome to my resources hub! Here I share open-source repositories, cheat sheets, scripts, and templates from my studies and research in computational physics, Density Functional Theory (DFT), and scientific computing.
⚛️ Density Functional Theory (DFT) & Materials Science
VASP-automatization-platform
- Description: An AI-driven platform for high-throughput Density Functional Theory (DFT) calculations using VASP. It transitions from linear scripting to a modular, event-driven architecture designed for scalability.
- Language: Python 🐍
- 🔗 GitHub Repository
aird2d
- Description: A project based on the Computational 2D Materials Database (C2DB) + custom code for training generative/discriminative ML models to predict and identify novel 2D materials from their structural and electronic properties.
- Language: HTML / Python 🐍
- 🔗 GitHub Repository
🧮 Numerical Methods & Scientific Computing
fortran-numerical-methods
- Description: An open-source project providing efficient and well-organized implementations of various numerical methods (differential equations, root-finding, linear systems) in the Fortran programming language.
- Language: Fortran ⚙️
- 🔗 GitHub Repository
fortran-numerical-routines
- Description: Numerical method implementations in Fortran 90 covering interpolation, integration, smoothing, root-finding, Monte Carlo, and more.
- Language: Fortran ⚙️ (Forked/Extended)
- 🔗 GitHub Repository
numerical-methods-in-matlab
- Description: Matlab codes based on topics from my Fortran computational physics courses, translating algorithms to the Matlab environment.
- Language: Matlab 📊
- 🔗 GitHub Repository
📄 LaTeX & Academic Document Processing
thesis-UNMSM-template
- Description: Professional LaTeX template for theses, dissertations, and academic publications at the Universidad Nacional Mayor de San Marcos (UNMSM).
- Language: TeX 📝
- 🔗 GitHub Repository
code-axiomatization
- Description: An LLM agent capability to convert LaTeX/Markdown equations or physical derivations into beautifully formatted, axiomatized LaTeX code.
- Language: Python 🐍
- 🔗 GitHub Repository
docs-to-code
- Description: PDF, image, and note converter that turns physical/scanned documents into structured LaTeX or Markdown source files.
- Language: TeX / Python 🐍
- 🔗 GitHub Repository
🤖 AI Utilities & Data Automation
papers-to-xlsx
- Description: Script to automate the extraction of structured data from scientific PDFs using Google’s Gemini API, turning a folder of research papers into structured Excel sheets.
- Language: Python 🐍
- 🔗 GitHub Repository
ia-notes-evaluator
- Description: Continuous cognitive learning engine designed for notes evaluation and grading automation.
- Language: Python 🐍
- 🔗 GitHub Repository
💻 Linux & HPC Cluster Administration
server-notification
- Description: A sophisticated Discord Bot designed to monitor High-Performance Computing (HPC) clusters managed by Slurm, bridging the gap between queue outputs and real-time Discord notifications.
- Language: Python 🐍
- 🔗 GitHub Repository
dotfiles
- Description: My personal system configuration dotfiles (Qtile window manager, Rofi, Neovim, Fish shell, etc.) designed for productivity and automated package setups.
- Language: Python / Configuration ⚙️
- 🔗 GitHub Repository
📚 Study Guides & Version Control
Git & GitHub Guide (in Spanish)
- Description: My personal study notes on collaborative version control, branches, PRs, and repository management.
- 📂 Download Git Notes (PDF)
python_crash_course
- Description: Self-taught python course files inspired by “Automate the Boring Stuff” and “Python Crash Course” with notes, comments, and pytest examples.
- Language: Python 🐍
- 🔗 GitHub Repository