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Portillo Juan, Nerea Fatima nf.portillo@upm.es

INGENIERÍA CIVIL: HIDRAÚLICA, ENERGÍA Y MEDIO AMBIENTE / Universidad Politécnica de Madrid

Publications

An Artificial Intelligence Approach for Coastal Structures Adaptation to Climate Change: Insights from a Case Study in the Mediterranean Sea

  • Portillo Juan, Nerea
  • Olalde Rodriguez, Javier
  • Negro Valdecantos, Vicente
  • del Campo, Jose Maria
  • Troch, Peter

Journal of Marine Science and Engineering - 27/2/2026

10.3390/jmse14050455 View at source

  • ISSN 20771312

Improving multi-variable wave forecasting with AI: Integrating LSTM and random forest, using a window and flatten technique

  • Juan, NP
  • Gómez-Cano, MF
  • Rubio, SY
  • Valdecantos, VN

Ocean Modelling - 1/2/2026

10.1016/j.ocemod.2025.102638 View at source

  • ISSN 10139281

Advancing artificial intelligence in ocean and maritime engineering: Trends, progress, and future directions

  • Juan, NP
  • Valdecantos, VN
  • Troch, P

Ocean Engineering - 15/11/2025

10.1016/j.oceaneng.2025.122077 View at source

  • ISSN 00298018

Implementing Deep Learning Techniques in Port Agitation Studies Under the Context of Climate Change

  • Ioannou, R
  • Juan, NP
  • Rodríguez, JO
  • Valdecantos, VN
  • Troch, P

Journal Of Marine Science And Engineering - 1/11/2025

10.3390/jmse13112083 View at source

  • ISSN 20771312

A novel model for the study of future maritime climate using artificial neural networks and Monte Carlo simulations under the context of climate change

  • Juan, NP
  • Valdecantos, VN

Ocean Modelling - 1/8/2024

10.1016/j.ocemod.2024.102384 View at source

  • ISSN 10139281

Environmental Policy vs. the Reality of Greenhouse Gas Emissions from Top Emitting Countries

  • Juan, NP
  • Valdecantos, VN
  • Rodriguez, JO
  • Iglesias, G

Energies - 1/11/2024

10.3390/en17225705 View at source

  • ISSN 19961073

Comparison of the SIMAR-WANA, ERA-5, and Waverys Databases for Maritime Climate Estimations and the Implications of Coastal Protection Structures

  • Juan, NP
  • Rodríguez, JO
  • Valdecantos, VN

Journal Of Waterway Port Coastal And Ocean Engineering - 1/1/2024

10.1061/jwped5.wweng-2017 View at source

  • ISSN 0733950X

Uncertainties in the application of artificial neural networks in ocean engineering

  • Juan, NP
  • Matutano, C
  • Valdecantos, VN

Ocean Engineering - 15/9/2023

10.1016/j.oceaneng.2023.115193 View at source

  • ISSN 00298018

Geospatial Analysis of Scour in Offshore Wind Farms

  • Molina, CM
  • Velasco-Gallego, C
  • Portillo-Juan, N
  • Valdecantos, VN
  • Cubo-Mateo, N

Energies - 1/8/2023

10.3390/en16155616 View at source

  • ISSN 19961073

Data-driven and physics-based approach for wave downscaling: A comparative study

  • Juan, NP
  • Rodríguez, JO
  • Valdecantos, VN
  • Iglesias, G

Ocean Engineering - 1/10/2023

10.1016/j.oceaneng.2023.115380 View at source

  • ISSN 00298018

This researcher has no books.

This researcher has no book chapters.

This researcher has no conferences.

This researcher has no working papers.

This researcher has no technical reports.

Hormigón Textil como material durable en ambientes agresivos marinos y aplicación a espaldones de diques

  • Zani NA, Giulio (Miembro del equipo de trabajo)
  • Andrade NA, Carmen (Miembro del equipo de trabajo)
  • Redaelli NA, Dario (Miembro del equipo de trabajo)
  • TODISCO, LEONARDO (Investigador principal (IP))
  • Fernandez Ruiz, Miguel (Investigador principal (IP))
  • LOPEZ GUTIERREZ, JOSE SANTOS (Participante)
  • TARQUE RUIZ, SABINO NICOLA (Participante)
  • Pérez Caldentey, Alejandro (Participante)
  • NEGRO VALDECANTOS, VICENTE (Participante)
  • DEVENES DEVENES, JULIE (Miembro del equipo de trabajo)
  • PEÑA COBOS, MIGUEL ANGEL (Miembro del equipo de trabajo)
  • GARCIA MARTIN, ISIDRO (Miembro del equipo de trabajo)
  • PORTILLO JUAN, NEREA FATIMA (Miembro del equipo de trabajo)
... View more Collapse

Period: 01-09-2025 - 31-08-2029

Type of funding: National

Amount of funding: 125000,00 Euros.

  • iMarina

This researcher has no supervised thesis.

This researcher has no patents or software licenses.

Last data update: 5/15/26 12:58 PM