Cosmin Madalin Marina

Artículos

• MARINA , Cosmin Madalin; PÉREZ ARACIL, Jorge; MCADAM , Ronan; LORENTE RAMOS, Eugenio; , Luther, Niklas; ZORITA , Eduardo; , Scoccimarro, Enrico; LUTERBACHER , Jürg; , Xoplaki, Elena; SALCEDO SANZ, Sancho; ."Detection and attribution of heat waves with the Multivariate Autoencoder Flow-Analogue Method (MvAE-AM)". (ISSN: 0169-8095). Atmospheric Research. 2026 , vol 328 , p. 1 - 20 .  .

  ---

• PÉREZ ARACIL, Jorge; PELÁEZ RODRÍGUEZ, César; MCADAM , Ronan; SQUINTU , Antonello; MARINA , Cosmin Madalin; LORENTE RAMOS, Eugenio; , Luther, Niklas; TORRALBA , Verónica; , Scoccimarro, Enrico; , Cavicchia, Leone; , Giuliani, Matteo; ZORITA , Eduardo; HANSEN , Felicitas; , Barriopedro, David; GARCÍA HERRERA, Ricardo; , Gutiérrez, Pedro Antonio; LUTERBACHER , Jürg; , Xoplaki, Elena; CASTELLETTI , Andrea; SALCEDO SANZ, Sancho; ."Identifying key drivers of heatwaves: A novel spatio-temporal framework for extreme event detection". (ISSN: 2212-0947). Weather and Climate Extremes. 2025 , vol 49 , p. 100792 -  .

  ---

• MARINA , Cosmin Madalin; PÉREZ ARACIL, Jorge; LORENTE RAMOS, Eugenio; CASANOVA MATEO, Carlos; SALCEDO SANZ, Sancho; ."Go-around occurrence prediction with rule-induction, rule evolution and Machine Learning algorithms". (ISSN: 1474-0346). Advanced Engineering Informatics. 2025 , vol 65A , p. 103171 -  .

  ---

• 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; FISTER , Dusan; MARINA , Cosmin Madalin; PELÁEZ RODRÍGUEZ, César; CORNEJO BUENO, Laura María; , Gutiérrez, Pedro Antonio; , Giuliani, Matteo; CASTELLETTI , Andrea; SALCEDO SANZ, Sancho; ."    Long-term temperature prediction with hybrid autoencoder algorithms ". (ISSN: 2590-1230). Applied Computing and Geoscience. 2024 , vol 23 , p. 100185 -  .

  ---

• PELÁEZ RODRÍGUEZ, César; PÉREZ ARACIL, Jorge; MARINA , Cosmin Madalin; PRIETO GODINO, Luis; CASANOVA MATEO, Carlos; , Gutiérrez, Pedro Antonio; SALCEDO SANZ, Sancho; ."A general explicable forecasting framework for weather events based on ordinal classification and inductive rules combined with fuzzy logic". (ISSN: 0950-7051). Knowledge-Based Systems. 2024 , vol 291 , p. 111556 -  .

  ---

• 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 .

  ---

• P{\'E}REZ-ARACIL , Jorge; PÉREZ ARACIL, Jorge; HERN{\'A}NDEZ-D{\'\I}AZ , Alejandro Mateo; MARINA , Cosmin Madalin; SALCEDO-SANZ , Sancho; ."Improving numerical methods for the steel yield strain calculation in reinforced concrete members with Machine Learning algorithms". (ISSN: 0957-4174). Expert Systems with Applications. 2023 , vol 225 , num 119987 , p. 1 - 15 .

  ---

• PÉREZ-ARACIL , Jorge; CAMACHO-GÓMEZ , Carlos; , Lorente-Ramos, Eugenio; MARINA , Cosmin Madalin; , Cornejo-Bueno, Laura M; SALCEDO-SANZ , Sancho; ."New Probabilistic, Dynamic Multi-Method Ensembles for Optimization Based on the CRO-SL". (ISSN: 2227-7390). Mathematics. 2023 , vol 11 , p. 1666 -  .

  ---

• PELÁEZ RODRÍGUEZ, César; MARINA , Cosmin Madalin; PÉREZ-ARACIL , Jorge; CASANOVA-MATEO , Carlos; SALCEDO-SANZ , Sancho; ."Extreme Low-Visibility Events Prediction Based on Inductive and Evolutionary Decision Rules: An Explicability-Based Approach". (ISSN: 2073-4433). Atmosphere. 2023 , vol 14 , p. 542 -  .

  ---

Artículos Electrónicos

No existen datos en este apartado

Congresos

• MARINA , Cosmin Madalin; LORENTE RAMOS, Eugenio; CORNEJO BUENO, Laura María; , Barriopedro, David; GARCÍA HERRERA, Ricardo; , Giuliani, Matteo; , Scoccimarro, Enrico; ZORITA , Eduardo; CASTELLETTI , Andrea; SALCEDO SANZ, Sancho; ."Attribution with Multivariate Analogues: a heat waves scenario". Congreso. Internacional. "EGU General Assembly Conference 2025". Vienna "(Austria)". (27/04/2025 - 02/05/2025).

  ---

• COLLAZO , Soledad; MARINA , Cosmin Madalin; GARCÍA HERRERA, Ricardo; , Barriopedro, David; SALCEDO SANZ, Sancho; ."Forecasting heat stress using data-driven model outputs". Congreso. Internacional. "EGU General Assembly Conference 2025". Vienna "(Austria)". (27/04/2025 - 02/05/2025).

  ---

• MARINA , Cosmin Madalin; PÉREZ ARACIL, Jorge; LORENTE RAMOS, Eugenio; SALCEDO SANZ, Sancho; ."Attribution of flow-analogues: a Multivariate Deep Learning approach". Congreso. Internacional. "XIII Congreso Internacional de la AEC. Cambio Climático y Sociedad: de la Ciencia Básica a los Servicios Climáticos". "(España)". (22/01/2025 - 24/01/2025).

  ---

• PÉREZ ARACIL, Jorge; MARINA , Cosmin Madalin; PELÁEZ RODRÍGUEZ, César; MCADAM , Ronan; LORENTE RAMOS, Eugenio; SALCEDO SANZ, Sancho; ."Heatwave Attribution Using Machine Learning: A Transfer Learning Approach with CMIP6 and ERA5 Data". Congreso. Internacional. "XIII Congreso Internacional de la AEC. Cambio Climático y Sociedad: de la Ciencia Básica a los Servicios Climáticos". "(España)". (22/01/2025 - 24/01/2025).

  ---

• LORENTE RAMOS, Eugenio; MARINA , Cosmin Madalin; , Luther, Niklas; , Xoplaki, Elena; PÉREZ ARACIL, Jorge; SALCEDO SANZ, Sancho; ."Detection of concurrent extreme weather events with machine learning". Conferencia. Internacional. "XX Conferencia de la Asociación Española para la Inteligencia Artificial". "(España)". (19/06/2024 - 21/06/2024).

  ---

• MARINA , Cosmin Madalin; ."Autoencoder-based model for improving  reconstruction of heat waves using the analogue method". Congreso. Internacional. "European Geoscience Union General Assembly 2024". Vienna "(Austria)". (14/04/2024 - 19/04/2024).

  ---

Tesis

No existen datos en este apartado