70 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Universidad Complutense de MadridES5 papers
- Universidad Autónoma de MadridES3 papers
- Universidad Politécnica de MadridES3 papers
- IMDEA MaterialsES2 papers
- Biomedical Research Networking Center in Bioengineering, Biomaterials and NanomedicineES1 paper
- Centre for Plant Biotechnology and GenomicsES1 paper
- Department of Mathematical SciencesRU1 paper
- Hospital Universitario 12 De OctubreES1 paper
- Institut de Nanociència i Nanotecnologia de la Universitat de Barcelona1 paper
- Institute of Mathematical StatisticsUS1 paper
- Institute of New MaterialsCN1 paper
- Istituto Nazionale di Fisica Nucleare, Sezione di PadovaIT1 paper
16 papers
An Explainable Multi-Task Similarity Measure: Integrating Accumulated Local Effects and Weighted Fréchet Distance
Pablo Hidalgo, Daniel Rodriguez
In many machine learning contexts, tasks are often treated as interconnected components with the goal of leveraging knowledge transfer between them, which is the central aim of Mul…
Geometric immunosuppression in CAR-T cell treatment: Insights from mathematical modeling
Silvia Bordel-Vozmediano, Soukaina Sabir, Lucía Benito-Barca +2
Chimeric antigen receptor T (CAR-T) cell therapy has emerged as a promising treatment for hematological malignancies, offering a targeted approach to cancer treatment. Understandin…
Co-creation and evaluation of an app to support reminiscence therapy interventions for older people with dementia
Iván De-Rosende-Celeiro, Virginia Francisco-Gilmartín, Susana Bautista-Blasco +1
Objective: The objectives encompassed (1) the creation of Recuerdame, a digital app specifically designed for occupational therapists, aiming to support these professionals in the…
Comparative study of regression vs pairwise models for surrogate-based heuristic optimisation
Pablo S. Naharro, Pablo Toharia, Antonio LaTorre +1
Heuristic optimisation algorithms explore the search space by sampling solutions, evaluating their fitness, and biasing the search in the direction of promising solutions. However,…
Transduction of an immortalized olfactory ensheathing glia cell line with the green fluorescent protein (GFP) gene: evaluation of its neuroregenerative capacity as a proof of concept
N Plaza, D Simón, J Sierra +1
Olfactory ensheathing glia (OEG) cells are known to foster axonal regeneration of central nervous system (CNS) neurons. Several lines of reversibly immortalized human OEG (ihOEG) h…
Variance Sum Rule for Entropy Production
I. Di Terlizzi, M. Gironella, D. Herraez-Aguilar +4
Entropy production is the hallmark of nonequilibrium physics, quantifying irreversibility, dissipation, and the efficiency of energy transduction processes. Despite many efforts, i…
GEMA: An open-source Python library for self-organizing-maps
Alvaro J. Garcia-Tejedor, Alberto Nogales
Organizations have realized the importance of data analysis and its benefits. This in combination with Machine Learning algorithms has allowed to solve problems more easily, making…
Surface engineering for cellulose as a boosted Layer-by-Layer assembly: excellent flame retardancy and improved durability with introduction of bio-based "molecular glue"
Can Fu, Xiaoli Xu, Guang-Zhong Yin +7
Layer-by-Layer (LbL) assembly was attractive as a versatile tool to address the flammability of cotton, while the washing fastness of LbL coating stayed an issue. Aiming to tackle…
Low-Frequency 1/f Noise Characteristics of Ultra-Thin AlO-Based Resistive Switching Memory Devices with Magneto-Resistive Responses
Jhen-Yong Hong, Chun-Yen Chen, Dah-Chin Ling +3
Low-frequency 1/f voltage noise has been employed to probe stochastic charge dynamics in AlO-based non-volatile resistive memory devices exhibiting both resistive switching (…
Fully bio-based Poly (Glycerol-Itaconic acid) as supporter for PEG based form stable phase change materials
Guang-Zhong Yin, José Luis Díaz Palencia, De-Yi Wang
A novel fully bio-based Poly (Glycerol-Itaconic acid) (PGI) was designed and highly efficiently synthesized by solvent-free polycondensation. The Poly (ethylene glycol) (PEG) was u…
Mesoporous silica nanoparticles containing silver as novel antimycobacterial agents against Mycobacterium tuberculosis
Sandra Montalvo-Quiros, Sergio Gomez-Grana, Maria Vallet-Regi +3
Tuberculosis remains today a major public health issue with a total of 9 million new cases and 2 million deaths annually. The lack of an effective vaccine and the increasing emerge…
Food safety risk prediction with Deep Learning models using categorical embeddings on European Union data
Alberto Nogales, Rodrigo Díaz Morón, Álvaro J. García-Tejedor
The world is becoming more globalized every day and people can buy products from almost every country in the world in their local stores. Given the different food and feed safety l…
Moulding hydrodynamic 2D-crystals upon parametric Faraday waves in shear-functionalized water surfaces
Mikheil Kharbedia, Niccolò Caselli, Horacio López-Menéndez +2
Faraday waves (FWs), or surface waves oscillating at half of the natural frequency when a liquid is vertically vibrated, are archetypes of ordering transitions on liquid surfaces.…
Optimizing the spatial spread of a quantum walk
Gonzalo Martín-Vázquez, Javier Rodríguez-Laguna
We devise a protocol to build 1D time-dependent quantum walks in 1D maximizing the spatial spread throughout the procedure. We allow only one of the physical parameters of the coin…
The ETS challenges: a machine learning approach to the evaluation of simulated financial time series for improving generation processes
Javier Franco-Pedroso, Joaquin Gonzalez-Rodriguez, Maria Planas +3
This paper presents an evaluation framework that attempts to quantify the "degree of realism" of simulated financial time series, whatever the simulation method could be, with the…
Cosmic String Solution in a Born-Infeld Type Theory of Gravity
W. J. da Rocha, A. L. Naves de Oliveira, M. E. X. Guimaraes
In this work we derive an exact solution for the exterior metric of a local cosmic string in an effective theory of gravity, the so-called NDL theory, which is inspired in the Born…