My Projects

Feel free to explore my recent projects.

Automatic Classification of Plasma States in an ECR-Type Ion Source

Automatic Classification of Plasma States in an ECR-Type Ion Source

In this work I present a methodology to infer the state of the plasma in an ECR source without using any sensor that modifies its behaviour, applying automatic classification techniques.

Condition MonitoringMachine LearningParticle PhysicsParticle Accelerators
Sociophysical approach to spanish voting dynamics

Sociophysical approach to spanish voting dynamics

This work analyzes Spanish politics using sociophysics, focusing on three goals: evaluating its suitability for study, testing if the electoral system has memory with Markov models, and proposing a physical model that reproduces electoral dynamics based on real data.

SociophysicsModelizationIsingMonte Carlo