Portfolio

Theses

PhD thesis

January 2017 — PhD thesis in Mechanical Engineering, defended at the University of Zaragoza, titled Real-Time Simulation of Surgery Using Proper Generalized Decomposition Techniques. [PDF available here] 

MSc thesis

July 2014 — MSc thesis in Applied Mechanics, defended at the University of Zaragoza, titled Un método de Descomposición Propia Generalizada para operadores diferenciales de alto orden. [PDF available here]

DEA thesis

July 2010 — Research thesis for the Diploma of Advanced Studies (DEA) in Information and Communication Technologies (ICT), defended at the University of Alicante, titled Análisis de dispositivos de captura de movimiento aplicados a tratamientos de rehabilitación y programas de entrenamiento deportivo. [PDF available here]

BSc & MSc thesis

April 2008 — BSc & MSc thesis in Telecommunications Engineering, defended at the Miguel Hernández University of Elche, titled Implementación y validación de un generador de tráfico web. [PDF available here]

Datasets

GoiEner Smart Meters

January 2024 — Published the GoiEner Smart Meters Dataset, a collection of hourly electricity consumption data provided by the Spanish electricity retailer GoiEner. Spanning from 2014 to 2022, the dataset includes raw and processed time series, along with detailed metadata. [Accessible via Zenodo]

Dots, Lines, and Zebra Patterns

December 2022 — Published the Dots, Lines, and Zebra Patterns Dataset, a collection of 2,629,464 20x20 pixel grayscale images featuring random dot, line, and zebra patterns. [Accessible via Kaggle]

DISSEMINATION

Smart Meters, Smarter Insights

January 2024 — Post published in the 'Behind the Paper' section of the Springer Nature Research Communities, titled Smart Meters, Smarter Insights. This post highlights the publication of the paper An Electricity Smart Meter Dataset of Spanish Households: Insights into Consumption Patterns in the journal Scientific Data. [Read it here]

High Resolution Time Series Processing

October 2022 — Skills workshop delivered at the European Climate and Energy Modelling Forum 2022, showcasing a Data Science methodology for clustering household electricity consumption patterns. The session included a reproducible notebook and dataset implemented in R. [Accessible via Zenodo]

Deusto Ingeniería

Articles published in the annual magazine of the Faculty of Engineering at the University of Deusto.