Palacios Márquez, Francisco José(Universitat Politècnica de València, 2019-11-12)
[EN] Computer simulations are broadly used nowadays in order to obtain information that would be impossible to gain otherwise. These computational workloads have grown in size to the point where even a small improvement ...
The use of atomistic methods, such as the Continuous Cellular Automaton (CCA), is currently regarded as a computationally efficient and experimentally accurate approach for the simulation of anisotropic etching of various ...
Díaz-Gracia, N.; Cocaña-Fernández, A.; Alonso-González, M:; Martínez Zaldívar, Francisco José; Cortina, Raquel; García Mollá, Víctor Manuel; Alonso, P.; Ranilla, J.; Vidal Maciá, Antonio Manuel(Springer Verlag (Germany), 2015-05)
NnmfPack is a library for the nonnegative matrix factorization (NNMF) problem. Nowadays NNMF is an essential tool in many fields spanning machine learning, data analysis, image analysis or audio source separation, among ...
[EN] Graphics processing units (GPUs) are currently used in data centers to reduce the execution time of compute-intensive applications. However, the use of GPUs presents several side effects, such as increased acquisition ...
Salavert Torres, José(Universitat Politècnica de València, 2014-10-30)
La bioinformática es la aplicación de las ciencias computacionales a la gestión y análisis de datos biológicos. A partir de 2005, con la aparición de los secuenciadores de ADN de nueva generación surge lo que se conoce ...
Martínez Marhuenda, Javier(Universitat Politècnica de València, 2018-10-05)
[ES] El Deep Learning es una tecnología puntera actual que va a tener gran presencia
en el futuro. Sin embargo, dominarlo es una tarea compleja y laboriosa que no
todo el mundo está dispuesto a emprender. En este trabajo ...
Baiget Orts, Carlos Jose(Universitat Politècnica de València, 2022-05-02)
[ES] Los sistemas de computación heterogénea basados en un paradigma híbrido de computación escalar y vectorial son la apuesta actual como medio de alcanzar la computación a exaescala. El hardware encargado de los cálculos ...
Piccione, Andrea(Universitat Politècnica de València, 2018-09-19)
[EN] Deep Learning is currently used for numerous Artificial Intelligence applications,
especially in the computer vision field for image classification and recognition tasks.
Thanks to the increasing popularity, several ...
Prades, Javier; Imbernon, Baldomero; Reaño González, Carlos; Peña-García, Jorge; Cerón-Carrasco, Jose Pedro; Silla Jiménez, Federico; Pérez-Sánchez, Horacio(SAGE Publications, 2020-01)
[EN] The full-understanding of the dynamics of molecular systems at the atomic scale is of great relevance in the fields of chemistry, physics, materials science, and drug discovery just to name a few. Molecular dynamics ...
Becerra Zúñiga, Nicolás(Universitat Politècnica de València, 2023-10-19)
[ES] En la industria aeronáutica el uso de herramientas precisas que permitan calcular las cargas aerodinámicas es esencial. La optimización de estas cargas puede repercutir de forma significativa a diferentes factores. ...
Ramiro Sánchez, Carla(Universitat Politècnica de València, 2015-07-30)
[EN] Nowadays, several communication standards are emerging and evolving, searching
higher transmission rates, reliability and coverage. This expansion is
primarily driven by the continued increase in consumption of mobile ...
Ramiro Sánchez, Carla; Vidal Maciá, Antonio Manuel; Gonzalez, Alberto(Springer, 2015-02)
This paper presents MIMOPack, a set of optimized functions to perform
some of themost complex stages in multiple-input multiple-output (MIMO) communication
systems such as channel coding, preprocessing, precoding and ...
Belloch Rodríguez, José Antonio; Gonzalez, Alberto; Martínez Zaldívar, Francisco José; Vidal Maciá, Antonio Manuel(IOS Press, 2013-03)
[EN] Multichannel acoustic signal processing has undergone major development in recent years due to the increased com- plexity of current audio processing applications, which involves the processing of multiple sources, ...
[EN] This paper describes several parallel algorithmic variations of the Neville elimination. This elimination solves a system of linear equations making zeros in a matrix column by adding to each row an adequate multiple ...
Presently, dynamic surface-based models are required to contain increasingly larger numbers of points and to propagate them over longer time periods. For large numbers of surface points, the octree data structure can be ...
Belloch, José A.; Badía, José M.; Larios, Diego F.; Personal, Enrique; Ferrer Contreras, Miguel; Fuster Criado, Laura; Lupoiu, Mihaita; Gonzalez, Alberto; León, Carlos; Vidal, Antonio M.; Quintana-Ortí, Enrique S.(Springer-Verlag, 2021-07)
[EN] Many current system-on-chip (SoC) devices are composed of low-power multicore
processors combined with a small graphics accelerator (or GPU) offering a trade-off between computational capacity and low-power consumption. ...
Stabile, Eugenio Bernabé(Universitat Politècnica de València, 2020-10-15)
[ES] El campo relacionado con la inteligencia artificial ha supuesto una revolución tanto en la industria como en la sociedad, mejorando la calidad de vida y la productividad del trabajo. Aun así, existen ciertas áreas en ...
Medina Chaveli, Laura(Universitat Politècnica de València, 2020-09-17)
[ES] El objetivo de este trabajo es la optimización de dos aplicaciones que tienen un elevado coste computacional. La primera de ellas se trata de un sistema enfocado al estudio de las estructuras de los puentes ferroviarios ...
Gavilán Gil, Marc(Universitat Politècnica de València, 2020-09-03)
[ES] Este Trabajo de Fin de Grado tiene como objetivo el desarrollo de soporte de arquitecturas
heterogéneas con programación en OpenCL para un soporte eficiente del cálculo
en dos aplicaciones actuales.
La primera ...
Navarro Jiménez, José Manuel(Universitat Politècnica de València, 2015-07-17)
[EN] The Department of Mechanical and Materials Engineering has developed a 2D Finite Element code based
on geometry independent Cartesian grids (cgFEM) capable of solving shape optimization problems as
well as making ...