Atom-Field Interactions in Dispersive Optical Lattices - Simulation
This project contains a numerical simulation of the Kapitza-Dirac effect in the adiabatic approximation, implemented in Julia.
Learning strategies and their relationship with academic performance
This project analyzes how different learning strategies relate to perceived academic performance in university students. Through statistical analysis and a linear regression model, the most relevant predictors influencing this perception are identified.
Wine Classification
This project aims to put into practice the knowledge acquired in a deep learning course. It works with the wine dataset included in scikit-learn, using a neural network to classify the wines into three distinct classes.
Stress Classification
Stress clasifications using physiological signals from the WESAD dataset. ML project with LOSO validation and roadmap towards a minimal API.
Facial Expression Recognition
This project uses deep learning to classify human facial expressions from black and white images. The goal is to build a model capable of identifying emotions such as happiness, sadness, anger, surprise, and others, and then apply it in real time using a webcam.
Mathieu's Equation Numerical Solution
Educational notebook focused on solving and analyzing the Mathieu equation using numerical methods.
Time Gallery
Time Gallery is an artistic collection of three photography and drawing galleries that explore different visual aspects.
Exploration notes
A collection of notebooks, scripts, logs, and small experiments that explore different concepts and tools within the world of programming, physics, mathematics, and artificial intelligence.