Publicacions

Improving prediction region accuracy in marine animal movement with temporal fusion transformer

Medina Hernández, Jorge; Rodríguez, Jorge P.; McMahon, Clive R.; Sequeira, Ana M.M; Eguiluz, Víctor M.
Scientific Reports , (2025)

A certifiable machine learning-based pipeline to predict fatigue life of aircraft structures

Ladrón, Angel; Sánchez-Domínguez, Miguel; Rozalén, Javier; Sánchez, Fernando R.; de Vicente, Javier; Lacasa, Lucas; Valero, Eusebio; Rubio, Gonzalo
Engineering Failure Analysis 184, (2025)

Inferring leader-follower behavior from presence data in the marine environment: A case study on Reef Manta Rays

Fernández-Gracia,Juan;Rodríguez,Jorge P.;Peel,Lauren R.;Klemm,Konstantin;Meekan,Mark G.;Eguíluz,Víctor M.
PLOS Complex Systems 2, e0000073 (2025)

Leveraging chaos in the training of artificial neural networks

Jiménez-González, Pedro; Soriano, Miguel C.; Lacasa, Lucas
Submitted (2025)

Knowledge-dependent optimal Gaussian strategies for phase estimation

Ravell Rodríguez, Ricard; Morelli, Simon
SciPost Phys. 18, (2025)

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