Publications in collaboration with researchers from Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas (29)

2024

  1. Deep Learning Models to Reduce Stray Light in TJ-II Thomson Scattering Diagnostic

    Sensors, Vol. 24, Núm. 9

2023

  1. A programmable web platform for distributed access, analysis, and visualization of data

    Fusion Engineering and Design, Vol. 197

2021

  1. Nuclear Fusion Pattern Recognition by Ensemble Learning

    Complexity, Vol. 2021

2020

  1. Automatic Recognition of Anomalous Patterns in Discharges by Applying Deep Learning

    Fusion Science and Technology, Vol. 76, Núm. 8, pp. 925-932

  2. Automatic recognition of anomalous patterns in discharges by recurrent neural networks

    Fusion Engineering and Design, Vol. 154

2018

  1. Applying Deep Learning for Improving Image Classification in Nuclear Fusion Devices

    IEEE Access, Vol. 6, pp. 72345-72356

  2. Image classification by using a reduced set of features in the TJ-II Thomson Scattering diagnostic

    Fusion Engineering and Design, Vol. 129, pp. 99-103

  3. Software parallelization of a probabilistic classifier based on Venn Prediction: Application to the TJ-II Thomson Scattering

    Fusion Engineering and Design, Vol. 129, pp. 130-133

2016

  1. Desarrollo de un entorno colaborativo para aplicaciones de fusión

    Actas de las XXXVII Jornadas de Automática: Madrid. 7, 8 y 9 de septiembre de 2016

  2. Determination of the optimal number of clusters using a spectral clustering optimization

    Expert Systems with Applications, Vol. 65, pp. 304-314

  3. Unsupervised event characterization and detection in multichannel signals: An EEG application

    Sensors (Switzerland), Vol. 16, Núm. 4

  4. Unsupervised event detection and classification of multichannel signals

    Expert Systems with Applications, Vol. 54, pp. 294-303

2014

  1. Event-based PI plus feedforward control strategies for a distributed solar collector field

    IEEE Transactions on Control Systems Technology, Vol. 22, Núm. 4, pp. 1615-1622

2013

  1. Characterization of limit cycles for self-regulating and integral processes with PI control and send-on-delta sampling

    Journal of Process Control, Vol. 23, Núm. 6, pp. 826-838

  2. Experimental study of two event-based PI controllers in a solar distributed collector field

    2013 European Control Conference, ECC 2013

2010

  1. Application of event-based sampling strategies for fusion research

    Fusion Science and Technology, Vol. 58, Núm. 2, pp. 666-674

2009

  1. Automated recognition system for ELM classification in JET

    Fusion Engineering and Design, Vol. 84, Núm. 2-6, pp. 712-715

  2. Dynamic clustering and modeling approaches for fusion plasma signals

    IEEE Transactions on Instrumentation and Measurement, Vol. 58, Núm. 9, pp. 2969-2978

2008

  1. Classifier based on support vector machine for JET plasma configurations

    Review of Scientific Instruments

  2. Data mining technique for fast retrieval of similar waveforms in Fusion massive databases

    Fusion Engineering and Design, Vol. 83, Núm. 1, pp. 132-139