R. M. Benito
YOU?
Author Swipe
View article: Spatio-temporal deep learning with temporal attention for indeterminate lung nodule classification
Spatio-temporal deep learning with temporal attention for indeterminate lung nodule classification Open
Lung cancer is the leading cause of cancer-related death worldwide. Deep learning-based computer-aided diagnosis (CAD) systems in screening programs enhance malignancy prediction, assist radiologists in decision-making, and reduce inter-re…
View article: Holistic approach to analysing debates on ecological sustainability over time on X
Holistic approach to analysing debates on ecological sustainability over time on X Open
Using network theory and data analysis, we study the messages on Twitter (X) about ecological sustainability over the period 2007-2022. With a global view of 70,311,541 messages we examined the sentiment, keywords and hashtags utilised, as…
View article: Towards global equity in political polarization research
Towards global equity in political polarization research Open
With a folk understanding that political polarization refers to socio-political divisions within a society, many have proclaimed that we are more divided than ever. In this account, polarization has been blamed for populism, the erosion of…
View article: Towards global equity in political polarization research
Towards global equity in political polarization research Open
With a folk understanding that political polarization refers to socio-political divisions within a society, many have proclaimed that we are more divided than ever. In this account, polarization has been blamed for populism, the erosion of…
View article: Modeling Information Diffusion on Social Media: The Role of the Saturation Effect
Modeling Information Diffusion on Social Media: The Role of the Saturation Effect Open
In an era where social media shapes public opinion, understanding information spreading is key to grasping its broader impact. This paper explores the intricacies of information diffusion on Twitter, emphasizing the significant influence o…
View article: A Metastable Oxygen Redox Cathode for Lithium‐Ion Batteries
A Metastable Oxygen Redox Cathode for Lithium‐Ion Batteries Open
Simultaneously harnessing cation and anion redox activities in the cathode is crucial for the development of high energy‐density lithium‐ion batteries. However, achieving long‐term stability for both mechanisms remains a significant challe…
View article: A Metastable Oxygen Redox Cathode for Lithium‐Ion Batteries
A Metastable Oxygen Redox Cathode for Lithium‐Ion Batteries Open
Simultaneously harnessing cation and anion redox activities in the cathode is crucial for the development of high energy‐density lithium‐ion batteries. However, achieving long‐term stability for both mechanisms remains a significant challe…
View article: Bifurcations and phase-space structures in KCN molecular system
Bifurcations and phase-space structures in KCN molecular system Open
In this work, we analyze the evolution of the phase-space structures of KCN molecular system as a function of the vibrational energy using Lagrangian descriptors. For low energies, the motion is mostly regular around the absolute minimum o…
View article: Persistence of Conceptual Errors in First-Year University Physics Course and Its Possible Relationship with Learning Styles
Persistence of Conceptual Errors in First-Year University Physics Course and Its Possible Relationship with Learning Styles Open
In this work, we study the persistence of some fundamental previous ideas in physics in a group of freshmen at the Universidad Politécnica de Madrid (Spain). For this purpose, we analyze the answers to a questionnaire consisted of 24 multi…
View article: Patterns of human and bots behaviour on Twitter conversations about sustainability
Patterns of human and bots behaviour on Twitter conversations about sustainability Open
Sustainability is an issue of worldwide concern. Twitter is one of the most popular social networks, which makes it particularly interesting for exploring opinions and characteristics related to issues of social preoccupation. This paper a…
View article: A-BASE-DE-PROS: una implementación práctica de los Objetivos de Desarrollo Sostenible en la Universidad Politécnica de Madrid
A-BASE-DE-PROS: una implementación práctica de los Objetivos de Desarrollo Sostenible en la Universidad Politécnica de Madrid Open
The influence of the Sustainable Development Goals (SDGs) has been widely spread over the last years, establishing new public and privat policies. Education has also been experiencing this change by aligning with the previous goals. In thi…
View article: Windowed recurrence plot approach in semiarid grasslands
Windowed recurrence plot approach in semiarid grasslands Open
Being one of the essential ecosystems, grasslands represent an important ecological area for water and biodiversity conservation. In this line, remote sensing instruments are a helpful tool for assessing vegetation status. The Modified Soi…
View article: Multipolar social systems: Measuring polarization beyond dichotomous contexts
Multipolar social systems: Measuring polarization beyond dichotomous contexts Open
Social polarization is a growing concern worldwide, as it strains social relations, erodes trust in institutions, and thus hurts democratic societies. Polarization has been traditionally studied in binary conflicts where two groups support…
View article: A Multi-Scale Entropy Approach to Study Collapse and Anomalous Diffusion in Shared Mobility Systems
A Multi-Scale Entropy Approach to Study Collapse and Anomalous Diffusion in Shared Mobility Systems Open
In this paper, we study the phenomena of collapse and anomalous diffusion in shared mobility systems. In particular, we focus on a fleet of vehicles moving through a stations network and analyse the effect of self-journeys in system stabil…
View article: Multipolar social systems: Measuring polarization beyond dichotomous contexts
Multipolar social systems: Measuring polarization beyond dichotomous contexts Open
Social polarization is a growing concern worldwide, as it strains social relations, erodes trust in institutions, and thus threatens democratic societies. Academic efforts to understand this phenomenon have traditionally approached it from…
View article: Mean first-passage times for solvated LiCN isomerization at intermediate to high temperatures
Mean first-passage times for solvated LiCN isomerization at intermediate to high temperatures Open
The behavior of a particle in a solvent has been framed using stochastic dynamics since the early theory of Kramers. A particle in a chemical reaction reacts slower in a diluted solvent because of the lack of energy transfer via collisions…
View article: Identification of the invariant manifolds of the LiCN molecule using Lagrangian descriptors
Identification of the invariant manifolds of the LiCN molecule using Lagrangian descriptors Open
In this paper, we apply Lagrangian descriptors to study the invariant manifolds that emerge from the top of two barriers existing in the LiCNLiNC isomerization reaction. We demonstrate that the integration times must be large enough compar…
View article: Identification of the invariant manifolds of the LiCN molecule using\n Lagrangian descriptors
Identification of the invariant manifolds of the LiCN molecule using\n Lagrangian descriptors Open
In this paper, we apply Lagrangian descriptors to study the invariant\nmanifolds that emerge from the top of two barriers existing in the LiCNLiNC\nisomerization reaction. We demonstrate that the integration times must be large\nenough com…
View article: Recurrence plots for quantifying the vegetation indices dynamics in a semi-arid grassland
Recurrence plots for quantifying the vegetation indices dynamics in a semi-arid grassland Open
Grasslands in the Iberian Peninsula are some of the most valuable ecosystems in Europe and are vulnerable because of their location in arid-semiarid regions. Remote sensing techniques have the potential for monitoring grasslands using vege…
View article: Quantum JIDOKA. Integration of Quantum Simulation on a CNC Machine for In–Process Control Visualization
Quantum JIDOKA. Integration of Quantum Simulation on a CNC Machine for In–Process Control Visualization Open
With the advent of the Industry 4.0 paradigm, the possibilities of controlling manufacturing processes through the information provided by a network of sensors connected to work centers have expanded. Real-time monitoring of each parameter…
View article: Correspondence between classical and quantum resonances
Correspondence between classical and quantum resonances Open
Bifurcations take place in molecular Hamiltonian nonlinear systems as the excitation energy increases, leading to the appearance of different classical resonances. In this paper, we study the quantum manifestations of these classical reson…
View article: Improvement of Contact Tracing with Citizen’s Distributed Risk Maps
Improvement of Contact Tracing with Citizen’s Distributed Risk Maps Open
The rapid spread of COVID-19 has demonstrated the need for accurate information to contain its diffusion. Technological solutions are a complement that can help citizens to be informed about the risk in their environment. Although measures…
View article: The Vegetation–Climate System Complexity through Recurrence Analysis
The Vegetation–Climate System Complexity through Recurrence Analysis Open
Multiple studies revealed that pasture grasslands are a time-varying complex ecological system. Climate variables regulate vegetation growing, being precipitation and temperature the most critical driver factors. This work aims to assess t…
View article: Visualization and quantification of NDVI dynamics in semiarid grasslands through recurrence tools.
Visualization and quantification of NDVI dynamics in semiarid grasslands through recurrence tools. Open
<p>Grassland dynamics are constantly changing at a variety of spatial and temporal scales. Remote-sensing techniques are used to detect, identify, and monitor ecosystem changes at multi-temporal scales. Particularly, Normalized Diffe…
View article: Industry 4.0 Quantum Strategic Organizational Design Configurations. The Case of 3 Qubits: Two Report to One
Industry 4.0 Quantum Strategic Organizational Design Configurations. The Case of 3 Qubits: Two Report to One Open
The goal of this work is to explore how the relationship between two subordinates reporting to a leader influences the alignment of the latter with the company’s strategic objectives in an Industry 4.0 environment. We do this through the i…