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The research behind the work

Our scientific direction rests on published, peer-reviewed research. Verónica Sanz, our Chief Scientific Advisor, is Full Professor of Theoretical Physics at the Universitat de València and a researcher at IFIC (UV–CSIC).

Selected work, and the capability each one supports

  1. Anomaly and rare-event detection

    Anomaly awareness

    SciPost Physics 15, 053 · 2023

  2. Monitoring, risk and early warning

    Establishing a real-time traffic alarm in the city of Valencia with deep learning

    arXiv:2309.02010 · 2023

  3. Predictive modelling under uncertainty

    Forecasting geomagnetic storm disturbances and their uncertainties using deep learning

    Space Weather · 2023

  4. Language models on institutional text

    Analyzing polarization among Spanish political elites using machine learning techniques

    Journal of Computational Social Science · 2026

  5. Sensor and signal analysis

    Improving Compton camera imaging of multi-energy radioactive sources using machine learning

    Radiation Physics and Chemistry · 2025

  6. Traceability and expert validation

    A simple guide from machine learning outputs to statistical criteria

    SciPost Physics Core 5, 050 · 2022

  7. Structure discovery in images

    Symmetry meets AI

    SciPost Physics 11, 014 · 2021

  8. Explainable medical imaging

    Developing an app to interpret chest X-rays with artificial intelligence

    Journal of Medical Artificial Intelligence · 2020