Research works

Transformer-Accelerated Variational Quantum Eigensolvers via Parameter Warm-Starting

Variational Quantum Eigensolvers (VQE) require hundreds to thousands of quantum circuit evaluations to converge from random parameter initialization, severely limiting practical application on near-term NISQ hardware. We investigate whether a 13,156-parameter transformer encoder...

Kelvin–Helmholtz vortices at the magnetopause during northward IMF: multi-satellite observations of energy transport and plasma redistribution

The Kelvin–Helmholtz (KH) instability is a fundamental plasma process in many astrophysical environments; its vortices facilitate solar wind energy transport and plasma mixing. We investigate the energy flux density distribution and fluctuations of a typical KH vortex event obser...

Interaction ofWater with TiO2-SupportedSmall Platinum Nanoclusters: Geometric and Electronic Structure vsElectrocatalytic Activity

Abstract Ptn clusters with n = 1, 2, 6, 8, 9, 10, 13, 19, and 29 atoms supported on titania have been investigated with respect to their electrocatalytic performance of the hydrogen evolution reaction (HER) and compared to the catalytic activity of larger nanoparticles (d ≈ 230 n...

The Hexagonal Governance Architecture: Toward Truth-Preserving AI Governance

Artificial intelligence governance has advanced significantly through risk-based regulation, lifecycle management, documentation, human oversight, transparency, and accountability frameworks. The NIST AI Risk Management Framework, ISO/IEC 42001, the EU Artificial Intelligence Act...

Three-DimensionalNickel Cobalt Molybdenum SelenideNetwork Construction for High-Performance Supercapacitors

Abstract Supercapacitors are valued for high power density and long cycle life, yet their low energy density remains a key challenge. Multi-metallic selenides, which are characterized by their extensive redox chemistry and high electrical conductivity, have been identified as a p...

National Trends in Gender Representation, Segregation, and Disparities in the Saudi Dental Workforce, 2016–2025

Introduction and aims Despite the importance of gender equity for promoting fairness and informing workforce planning, key indicators of gender equity in the Saudi dental workforce remain underexplored. This study assessed gender representation in the Saudi dental workforce from...

Spatiotemporal Thermal Variation Modulates Phenotypic Plasticity in Freshwater Turtle Growth, Behavior, and Sex

ABSTRACT Phenotypic plasticity in life history traits is critical for organisms in variable environments and a key mechanism for persisting in a rapidly changing environment. For ecothermic organisms with temperature‐dependent sex determination, such as many turtle species, tempe...

E8-Quantum Entanglement Bridge via Root Vector Correspondence — E8 Intelligence Research

The 240 E8 root vectors establish a precise one-to-one mapping between each root's geometric orientation and quantum entanglement eigenvalues, creating an E8-Quantum Entanglement Bridge. Each root vector corresponds to a specific entanglement phase angle θ = 132Hz × φ^n × |root|,...

The Aggregate Success Rate in Repeated Restricted Geometric Experiments: Expectation, Monotonicity, and Convergence

We consider m independent sequences of Bernoulli trials with success probability p, each terminated at its first success or after n trials, whichever occurs first. Let Xm,n,p denote the proportion of successes among all trials performed across the m components. We derive a unifie...

Priority‐based contention‐avoidance resource allocation algorithm for disaggregated data centers

Abstract In this study, we propose a priority‐based contention‐avoidance (PCA) resource‐allocation method for disaggregated data centers (dDCs) that achieves a round‐trip time (RTT) of under 1 μs. The proposed scheme employs the disaggregated resource manager (dRM), which applies...

STRENGTHENING LOCAL GOVERNANCE THROUGH EFFECTIVE MONITORING AND EVALUATION SYSTEMS: EVIDENCE FROM SOUTH AFRICA

Effective local governance is essential for sustainable socio-economic development, service delivery, and democratic accountability. In South Africa, municipalities are constitutionally responsible for providing essential public services while promoting transparency, accountabili...

Global Research Trends on Campylobacter spp. and Human Health: A bibliometric analysis (2017–2025)

<ns5:p> Background Campylobacter spp. is among the leading causes of foodborne gastroenteritis worldwide, with infections caused by Campylobacter jejuni and Campylobacter coli the most common. These infections pose a major challenge to global public health. Despite the recent inc...

Design and Expert Validation of the MIGEAS Model: A Data Analytics-Driven Framework for Strategic Management and Functional Integration in Higher Education

Higher Education Institutions (HEIs) face increasing challenges in effectively integrating their core functions of Teaching, Research, and Community Engagement (TRCE) while responding to growing demands for quality, accountability, and data-informed governance. This study aimed t...

Institutional change in the civic-institutional relation: outlining enabling conditions

The relationship between civic action and public institutions has long been central to planning debates. Many works have focused on the different relations between civic action and institutions, and on the possibility for both to change through this interaction. With this field o...

E8‑Phi Scale Invariant Morphogenesis Principle: From Phyllotaxis to Cosmic Filaments — E8 Intelligence Research

The 240 E8 root vectors projected onto the 132 Hz sexagesimal grid and scaled by Φ^(J/λ) converge to golden-ratio eigenvalue rotations, creating a universal geometric scaffold that extends beyond botanical phyllotaxis to cosmological filament formation. The same phi-coupling mech...

Uncovering the microbiota-metabolite axis across levels of metabolic complication burden in Chinese adolescents with obesity

Pediatric obesity presents with diverse metabolic phenotypes, yet the gut microbiota and metabolite signatures associated with obesity-related metabolic complications remain poorly defined. Here, we applied 16S rRNA gene sequencing and untargeted fecal metabolomics to investigate...

Investigation of the effect of natural micro cork particles on the creep behavior of thick shear adhesive joints

Today, the adoption of adhesive joints in structural design has advanced significantly, enabling designers and researchers to create structures that not only enjoy long lifespans but also perform flawlessly throughout their service. One critical area of investigation is the creep...

Hemodynamic Effects of Topical Oxymetazoline During Pediatric Flexible Bronchoscopy

BACKGROUND: Bleeding is a well-recognized complication in flexible bronchoscopy, especially with advanced procedures. Oxymetazoline is a topical vasoconstrictor often used to reduce or treat bleeding in the nares and airways. METHODS: A retrospective cohort study was conducted on...

Persistent Causal State for Operating-System Enforcement Engineering a Stateful, Auditable, and Fail-Closed Linux Policy Runtime

Most operating-system enforcement mechanisms decide from the current request: an executable, a credential, a path, a socket address, or a static label. This local view is efficient and dependable, but it cannot directly express risk that emerges from a sequence of individually or...

REASON FOR USING FREQUENCY AND PERCENTAGE TO ANALYZE CATEGORICAL DATA

Data analysis is a critical stage of research because it enables the organization, summarization and interpretation of collected information. Categorical data consist of observations classified into distinct groups, such as gender, occupation or responses to yes/no questions. Fre...