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Pérez Aracil, Jorge

Teoría de la Señal y Comunicaciones / Universidad de Alcalá

Publications

Detection and attribution of heat waves with the Multivariate Autoencoder Flow-Analogue Method (MvAE-AM)

  • Marina,C.M.
  • Pérez-Aracil,J.
  • McAdam,R.
  • Lorente-Ramos,E.
  • Luther,N.
  • Zorita,E.
  • Scoccimarro,E.
  • Luterbacher,J.
  • Xoplaki,E.
  • Salcedo-Sanz,S.
... View more Collapse

Atmospheric Research - 1/01/2026

Editor: Elsevier Ltd

10.1016/j.atmosres.2025.108409 View at source

  • ISSN/ISBN 0169-8095

Spatio-temporal analysis of droughts in the Iberian Peninsula using complex Climate Networks over precipitation data

  • Chidean,M.I.
  • Pérez-Aracil,J.
  • Casillas-Pérez,D.
  • Caamaño-Fernández,A.
  • Salcedo-Sanz,S.

Journal Of Environmental Management - 1/8/2025

Editor: Academic Press

10.1016/j.jenvman.2025.126106 View at source

  • ISSN 03014797
  • ISSN/ISBN 1095-8630

Go-around occurrence prediction with rule-induction, rule evolution and Machine Learning algorithms

  • Marina, C.M.
  • Pérez-Aracil, J.
  • Lorente-Ramos, E.
  • Casanova-Mateo, C.
  • Salcedo-Sanz, S.

Advanced Engineering Informatics - 1/5/2025

Editor: Elsevier Ltd

10.1016/j.aei.2025.103171 View at source

  • ISSN 14740346
  • ISSN/ISBN 1474-0346

Half-hourly electricity price prediction model with explainable-decomposition hybrid deep learning approach

  • Ghimire, S.
  • Deo, R.C.
  • Hopf, K.
  • Liu, H.
  • Casillas-Pérez, D.
  • Helwig, A.
  • Prasad, S.S.
  • Pérez-Aracil, J.
  • Barua, P.D.
  • Salcedo-Sanz, S.
... View more Collapse

Energy And Ai - 1/5/2025

Editor: Elsevier B.V.

10.1016/j.egyai.2025.100492 View at source

  • ISSN 26665468
  • ISSN/ISBN 2666-5468

Hybridizing Machine Learning Algorithms With Numerical Models for Accurate Wind Power Forecasting

  • Abad-Santjago, Á.
  • Peláez-Rodríguez, C.
  • Pérez-Aracil, J.
  • Sanz-Justo, J.
  • Casanova-Mateo, C.
  • Salcedo-Sanz, S.

Expert Systems - 1/2/2025

Editor: John Wiley and Sons Inc

10.1111/exsy.13830 View at source

  • ISSN 14680394
  • ISSN/ISBN 1468-0394

Artificial intelligence for modeling and understanding extreme weather and climate events

  • Camps-Valls, G.
  • Fernández-Torres, M.-Á.
  • Cohrs, K.-H.
  • Höhl, A.
  • Castelletti, A.
  • Pacal, A.
  • Robin, C.
  • Martinuzzi, F.
  • Papoutsis, I.
  • Prapas, I.
  • Pérez-Aracil, J.
  • Weigel, K.
  • Gonzalez-Calabuig, M.
  • Reichstein, M.
  • Rabel, M.
  • Giuliani, M.
  • Mahecha, M.D.
  • Popescu, O.-I.
  • Pellicer-Valero, O.J.
  • Ouala, S.
  • Salcedo-Sanz, S.
  • Sippel, S.
  • Kondylatos, S.
  • Happé, T.
  • Williams, T.
... View more Collapse

Nature Communications - 1/12/2025

Editor: Nature Research

10.1038/s41467-025-56573-8 View at source

  • ISSN/ISBN 2041-1723

Enhancing wind speed prediction in wind farms through ordinal classification

  • Gómez-Orellana,A.M.
  • Vega-Bayo,M.
  • Guijo-Rubio,D.
  • Pérez-Aracil,J.
  • Vargas,V.M.
  • Gutiérrez,P.A.
  • Prieto-Godino,L.
  • Salcedo-Sanz,S.
  • Hervás-Martínez,C.
... View more Collapse

Energy and AI - 1/12/2025

Editor: Elsevier B.V.

10.1016/j.egyai.2025.100596 View at source

  • ISSN/ISBN 2666-5468

An improved machine learning strategy for shear analysis in structural concrete based on the Newton's method and the solvability region of the steel constitutive model

  • Lorente-Ramos,E.
  • Hernández-Díaz,A.M.
  • Pérez-Aracil,J.
  • Salcedo-Sanz,S.

Journal of Computational Physics - 5/11/2025

Editor: Academic Press Inc.

10.1016/j.jcp.2025.114303 View at source

  • ISSN/ISBN 1090-2716

Learning for Visible Light Communications: Potential Scenarios and Applications

  • Morales Cespedes, Maximo
  • Pérez Aracil, Jorge
  • Garcia Armada, Ana
  • Salcedo Sanz, Sancho

Ieee Consumer Electronics Magazine - 1/1/2025

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/mce.2025.3525584 View at source

  • EISSN 2162-2256
  • ISSN 21622256
  • ISSN/ISBN 2162-2256

Predicting weather-related power outages in large scale distribution grids with deep learning ensembles

  • Prieto-Godino,L.
  • Peláez-Rodríguez,C.
  • Pérez-Aracil,J.
  • Pastor-Soriano,J.
  • Salcedo-Sanz,S.

International Journal of Electrical Power and Energy Systems - 1/09/2025

Editor: Elsevier Ltd

10.1016/j.ijepes.2025.110811 View at source

  • ISSN/ISBN 0142-0615

This researcher has no books.

This researcher has no book chapters.

Proyecto rural VPP: implementación de plantas virtuales de potencia en áreas rurales

  • César Felipe Lozano Sánchez de la Morena
  • Carlos Santos Pérez
  • Jorge Pérez Aracil
  • Silvia Jiménez Fernández
  • Francisco Javier Rodríguez Sánchez
  • Pedro Martín Sánchez
  • Miguel Tradacete Ágreda
  • Alejandro Martín Zamora
... View more Collapse

Universidad y cooperación al desarrollo: nuevos escenarios y retos (p. 294-307) - 2025

Editor: Editorial Universidad de Alcalá

  • ISSN/ISBN 978-84-10432-19-2

Medium- and Long-Term Wind Speed Prediction Using the Multi-task Learning Paradigm

  • Gómez-Orellana, A.M.
  • Vargas, V.M.
  • Guijo-Rubio, D.
  • Pérez-Aracil, J.
  • Gutiérrez, P.A.
  • Salcedo-Sanz, S.
  • Hervás-Martínez, C.
... View more Collapse

Lecture Notes In Computer Science (p. 293-302) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_27 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Autoencoder Framework for General Forecasting

  • Fister, D.
  • Peláez-Rodríguez, C.
  • Cornejo-Bueno, L.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.

Lecture Notes In Computer Science (p. 314-322) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_29 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Energy Flux Prediction Using an Ordinal Soft Labelling Strategy

  • Gómez-Orellana, A.M.
  • Vargas, V.M.
  • Gutiérrez, P.A.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.
  • Hervás-Martínez, C.
  • Guijo-Rubio, D.
... View more Collapse

Lecture Notes In Computer Science (p. 283-292) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_26 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Data Augmentation Techniques for Extreme Wind Prediction Improvement

  • Vega-Bayo, M.
  • Gómez-Orellana, A.M.
  • Yun, V.M.V.
  • Guijo-Rubio, D.
  • Cornejo-Bueno, L.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.
... View more Collapse

Lecture Notes In Computer Science (p. 303-313) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_28 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Prediction of Extreme Wave Heights via a Fuzzy-Based Cascade Ensemble Model

  • Peláez-Rodríguez, C.
  • Cornejo-Bueno, L.
  • Fister, D.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.

Lecture Notes In Computer Science (p. 323-332) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_30 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Multivariate-Autoencoder Flow-Analogue Method for Heat Waves Reconstruction

  • Marina, C.M.
  • Lorente-Ramos, E.
  • Ayllón-Gavilán, R.
  • Gutiérrez, P.A.
  • Pérez-Aracil, J.
  • Salcedo-Sanz, S.

Lecture Notes In Computer Science (p. 223-232) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-62799-6_23 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Machine Learning Health Estimation for Lithium-Ion Batteries Under Varied Conditions

  • Leite, G.M.C.
  • Pérez-Aracil, J.
  • Marcelino, C.G.
  • García-Gutiérrez, G.
  • Prodanovic, M.
  • García-Quismondo, E.
  • Pinilla, S.
  • Palma, J.
  • Jiménez-Fernández, S.
  • Salcedo-Sanz, S.
... View more Collapse

Lecture Notes In Computer Science (p. 275-282) - 1/1/2024

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-61137-7_25 View at source

  • ISSN 03029743
  • ISSN/ISBN 1611-3349

Economic analysis about the influence of the direct connection micropile-foundation on the underpinning project costs

  • Pellicer-Martínez, Francisco
  • Vicente S. Martínez Lirón
  • Alejandro M. Hernández Díaz
  • José A. López Juárez
  • Jorge Pérez Aracil

CMMost 2021: 6th International Conference on Mechanical Models in Structural Engineering (p. 282-300) - 2022

Editor: Universidad de Valladolid

  • ISSN/ISBN 978-84-19214-15-7

Solving the Optimal Active-Reactive Power Dispatch Problem in Smart Grids with the C-DEEPSO Algorithm

  • Marcelino, C.G.
  • Wanner, E.F.
  • Martins, F.V.C.
  • Perez-Aracil, J.
  • Jimenez-Fernandez, S.
  • Salcedo-Sanz, S.

2022 IEEE Congress on Evolutionary Computation, CEC 2022 - Conference Proceedings - 1/1/2022

Editor: Institute of Electrical and Electronics Engineers Inc.

10.1109/cec55065.2022.9870385 View at source

  • ISSN/ISBN 9781665467087

This researcher has no working papers.

This researcher has no technical reports.

This researcher has no research projects.

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 11/10/25 3:29 PM