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Apoyo a la toma de decisión en una red de evaporadores industriales

Kalliski, Marc; Pitarch, José Luis; Jasch, Christian; de Prada, César (Universitat Politècnica de València, 2018-12-13)

[EN] Production and maintenance scheduling within an equipment network is a task whose complexity increases exponentially with the number of products, equipment and tasks. Finding optimal solutions (economic or resource ...
Contaminant Source Identification in Aquifers: A Critical View

Gómez-Hernández, J. Jaime; Xu, Teng (Springer-Verlag, 2022-02)

[EN] Forty years and 157 papers later, research on contaminant source identification has grown exponentially in number but seems to be stalled concerning advancement towards the problem solution and its field application. ...
Cracking black-box models: Revealing hidden machine learning techniques behind their predictions

Fabra-Boluda, Raúl; Ferri Ramírez, César; Hernández-Orallo, José; Ramírez Quintana, María José; Martínez-Plumed, Fernando (IOS Press, 2024-03-20)

[EN] The quest for transparency in black-box models has gained significant momentum in recent years. In particular, discovering the underlying machine learning technique type (or model family) from the performance of a ...
Desarrollo de un modelo subrogado de una pila de combustible tipo PEM basado en redes neuronales a partir de un modelo de Simscape

Cantos Alemany, María (Universitat Politècnica de València, 2024-09-24)

[ES] En un escenario global donde la necesidad de adoptar fuentes de energía limpias y sostenibles se hace cada vez más evidente, el empleo de hidrógeno como vector energético emerge como una alternativa fundamental. ...

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