Research works

An optically independent administrative reference for validating built-surface products, and the tree-canopy bias it reveals

Percentage impervious surface from optical satellite products underpins stormwater regulation, land-change accounting and equity assessment, yet it is validated almost exclusively against other optical references. Any error mechanism that suppresses the built signal in the refere...

Mapping equity-relevant inputs of AI mental health tools to routine primary care data: a population-based study of 7.19 million adults with multiple long-term conditions in England

Abstract Background Artificial intelligence-enabled tools are increasingly used to support mental health diagnosis, triage and clinical decision-making. However, limited evidence exists on whether these tools incorporate equity-relevant population characteristics, particularly am...

Establishing Stakeholder Priorities for Development of a Multi‐Arm Multi‐Stage Platform Trial in Crohn's Disease

ABSTRACT Background and Aims The expanding range of advanced therapies for Crohn's disease (CD) has increased complexity in treatment selection, particularly in refractory disease. Conventional randomised controlled trials are limited in evaluating multiple treatment strategies e...

Salience, Ranking, and Metabolism: Three Conflated Signals in Long-Running Agent Memory Systems

Long-running agent memory systems commonly treat "importance" as a single quantity. We argue that it conflates three distinct signals, and that the conflation is a structural design error rather than an implementation detail. A scoring formula written in 2023 for a simulation dem...

NEOLISIZATION: Executive Treatise and Mathematical Framework / NEOLISIZACIÓN: Tratado Ejecutivo y Marco Matemático

### ENGLISH VERSION **Neolisization (Version 2.0)** expands the original executive manifesto into a comprehensive theoretical and quantitative framework designed to replace industrial brute-force paradigms with a **syntropic, low-friction design logic**. This version incorporates...

Obsessive-compulsive disorder in adulthood: Etiology, diagnosis, and treatment

BACKGROUND: Obsessive-compulsive disorder (OCD) is common, with a lifetime prevalence of 1.3-4.1%, and it usually markedly impairs the quality of life of those affected. The rationale behind this article is to present an up-to-date review of the etiology, diagnosis, and treatment...

Eval4DiRec: A Unified and Systematic Evaluation Framework for Diffusion-based Recommender Systems

Leveraging the strong generative capabilities and stable training dynamics of diffusion models, diffusion-based recommender systems (RSs) have recently emerged as a novel recommendation paradigm, attracting increasing attention from both academia and industry. However, despite th...

The Finsler-Mucini Formalism and the Early Universe: An Analysis of the JWST-GLIMPSE Program

This paper provides a formal analysis of the recent JWST-GLIMPSE program results ("A Glimpse of the 99%", Atek et al., 2026) within the framework of Finsler-Mucini Thermo-Relativity. We demonstrate how the unexpected structural resilience of early dwarf galaxies against destructi...

Evaluating the Impact of Entrustable Professional Activity Based Medical Student Teaching and Logbook Usage on Competence and Confidence in Peripheral Intravenous Cannulation

Introduction Entrustable Professional Activities (EPAs) are specific and measurable units of clinical practice used in competency-based training. Learners demonstrate skills to assessors who assign supervision levels for future practice. This study evaluated the impact of EPA-bas...

Effect of Magnetic Field Orientation on Thermal Conductivity in FeNi2 Alloys

Objectives: This study aims to quantify how the orientation of an external magnetic field influences the thermal conductivity of FeNi₂ (permalloy) alloys. Method: This study used a multiscale approach combining LAMMPS spin-lattice dynamics simulations and analytical calculations...

Bassey’s blunder: Shirley Bassey, Welsh anti‑apartheid activism, and the cultural boycott against South Africa

Based on archival research carried out with the papers of the Welsh Anti-Apartheid Movement (WAAM) and the British Anti-Apartheid Movement (AAM), this article contributes to the burgeoning project of provincializing the history of domestic anti-apartheid activism. In particular,...

RootQuant held-out test set: maize and soybean minirhizotron images with manually traced root length and root surface area

A lack of high-throughput phenotyping solutions for root traits in field-grown crops has severely constrained understanding and improvement of below-ground traits and processes. Minirhizotrons are the standard non-destructive root-phenotyping method in field environments. Compute...

Shared and vaccine-specific factors associated with COVID-19 and influenza vaccination intentions among adults in Poland: a COM-B-informed cross-sectional study

Introduction Vaccination intentions reflect both vaccine-specific attitudes and cognitive, social, and practical conditions. This study aimed to identify shared and vaccine-specific factors associated with COVID-19 and influenza vaccination intentions among adults in Poland using...

Focused electron beam-induced deposition of oblique Co and Fe nanowires: compositional and magnetic characterisation for functional 3D nanostructures

This folder contains the data underlying the article "Focused electron beam-induced deposition of oblique Co and Fe nanowires: compositional and magnetic characterisation for functional 3D nanostructures".

Risk factors for treatment failure of surgical site deep infections following spinal instrumentation: multicentre observational study (DeFEndO study)

Introduction : To describe the characteristics and outcome of patients diagnosed with deep surgical-site infections following spinal instrumentation (DSIIs) and to investigate risk factors for treatment failure including antimicrobial treatment duration as the main exposure. Mate...

Single-Domain Orbital Angular Momentum Mapping: Advancing Photoemission Dichroism to the Nanoscale

Abstract Circular dichroism in angle-resolved photoemission spectroscopy (CD-ARPES) is widely used to probe orbital angular momentum (OAM) and Berry-curvature-related phenomena in two-dimensional quantum materials. However, in many materials, conventional micron-scale measurement...

Sociodemographic Factors and Land Use Shape Perceptions of Ecosystem Services in Reservoirs of Semiarid Regions

Abstract Community perceptions of ecosystem services are shaped by individuals’ local contexts and their direct interactions with the environment. Examining these relationships enables a better understanding of how human perceptions of ecosystem services are associated with anthr...

A comparative study of hybrid approaches for diabetic retinopathy severity grading

Abstract Diabetic retinopathy (DR) is a progressive ocular complication of diabetes and is commonly graded into five severity levels, ranging from no DR to proliferative DR. Automated severity grading is challenging because the classes are imbalanced and misclassification between...

A dialogue on Open Research and qualitative scholarship in SLA

Abstract This critical dialogue examines how Open Research (OR) principles intersect with qualitative epistemologies in second language acquisition. Drawing on our distinct positionalities—Author 1 as a quantitatively trained psycholinguist and Author 2 as a qualitative critical...

Disease-specific intrinsic frequency alterations in electroencephalographic signals of Alzheimer’s disease, frontotemporal dementia, and Parkinson’s disease

Matlab functions and sample scripts for dynamic mode decomposition (DMD), including the calculation and classification of spatial dynamic mode (sDM) and temporal frequency dynamic mode (tfDM) features.