Jorge Pérez Aracil

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Jorge Pérez Aracil

Jorge Pérez Aracil

Jorge Pérez Aracil


Categories: Profesor/a Ayudante Doctor/a

Department: Signal Theory and Communications

E-mail:

Studies

Doble Grado: Ing.Electrónica de Comunicaciones e Ing.Elect.Y Aut.Industrial

Grado en Ingeniería en Electrónica y Automática Industrial

Grado en Ingeniería en Tecnologías Industriales

Máster Universitario en Ingeniería Industrial

Programa de Movilidad de Estudiantes Internacionales VIsitantes

Research groups

Participates in: Heurísticos Modernos de Optimización y Diseño de Redes de Comunicaciones - Modern Heuristics and Network Design Research Group

Research Lines of the Group

Heurísticos Modernos de Optimización y Diseño de Redes de Comunicaciones - Modern Heuristics and Network Design Research Group

  • Aprendizaje Máquina.
  • Computación Evolutiva.
  • Energías renovables.
  • Inteligencia Computacional.
  • Optimización Heurística.
  • Redes de comunicación.

Research Projects

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Books

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Book chapters

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Articles

  • PÉREZ ARACIL, Jorge; MARINA , Cosmin Madalin; ZORITA , Eduardo; , Barriopedro, David; , Zaninelli, Pablo G; , Giuliani, Matteo; CASTELLETTI , Andrea; GUTIÉRREZ , Pedro A.; SALCEDO SANZ, Sancho; ."Autoencoder¿based flow¿analogue probabilistic reconstruction of heat waves from pressure fields". (ISSN: 0077-8923). Annals of the New York Academy of Sciences. 2024
  • PÉREZ ARACIL, Jorge; CAMPS VALLS, Gustau; FERNÁNDEZ-TORRES , Miguel Ángel; COHRS , Kai-Hendrik; HÖHL , Adrian; CASTELLETTI , Andrea; PACAL , Aytac; ROBIN , Claire; MARTINUZZI , Francesco; PAPOUTSIS , Ioannis; PRAPAS , Ioannis; WEIGEL , Katja; RABEL , Maria; GIULIANI , Matteo; MAHECHA , Miguel; POPESCU , Oana-Iuliana; PELLICER-VALERO , Oscar J.; OUALA , Said; SALCEDO SANZ, Sancho; SIPPEL , Sebastian; KONDYLATOS , Spyros; HAPPÉ , Tamara; WILLIAMS , Tristan; ."AI for Extreme Event Modeling and Understanding: Methodologies and Challenges". Nature Communications. 2024
  • HERÁNDEZ DÍAZ, Alejandro Mateo; PÉREZ ARACIL, Jorge; LORENTE RAMOS, Eugenio; MARINA , Cosmin Madalin; PELÁEZ RODRÍGUEZ, César; SALCEDO SANZ, Sancho; ."Machine learning as alternative strategy for the numerical prediction of the shear response in reinforced and prestressed concrete beams". Results in Engineering. 2024
  • FISTER , D; PÉREZ ARACIL, Jorge; PELÁEZ RODRÍGUEZ, César; DEL SER, Javier; SALCEDO SANZ, Sancho; ."Accurate long-term air temperature prediction with Machine Learning models and data reduction techniques". Applied Soft Computing. 2023 , vol 136 , num 110118 , p. 1 - 20 .
  • PÉREZ ARACIL, Jorge; SALCEDO SANZ, Sancho; PELÁEZ RODRÍGUEZ, César; DUSÂN , Fister; PRIETO GODINO, Luis; DEO , Ravinesh; ."A hierarchical classification/regression algorithm for improving extreme wind speed events prediction". (ISSN: 0960-1481). Renewable Energy. 2022
  • PÉREZ ARACIL, Jorge; CAMACHO GÓMEZ, Carlos; HERNÁNDEZ DÍAZ, Alejandro Mateo; PEREIRA GONZÁLEZ, Emiliano; CAMACHO FERNÁNDEZ, David; SALCEDO SANZ, Sancho; ."Memetic Coral Reefs Optimization Algorithms for Optimal Geometrical Design of Submerged Arches". (ISSN: 2210-6502). Swarm and Evolutionary Computation. 2021 , vol 67

Electronic Articles

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Conferences

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Theses

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