Research works

The Evolution of Higher Education: From Tradition to Transformation (2000–2026)

In the past 25 years, higher education has changed from an institution-focused model to a dynamic, technology-driven, and globally connected one. This article examines higher education from 2000 to 2025, concentrating on digitisation, globalisation, student mobility, online learn...

EuroMillions Breakthrough Mining — 3370 Sources, 29250 Leads Extracted — E8 Intelligence Research

Mined 3370 lottery+quantum breakthroughs. Extracted 29250 leads across 13 categories. 26833 high-value leads found. Categories: {"CORRIDOR": 2491, "FORMULA": 2316, "GEOMETRIC": 952, "FORWARD_ATTEMPT": 2644, "QUANTUM": 2870, "TIMING": 297, "CELESTIAL": 2400, "GEMATRIA": 2533, "CON...

Unifying Qubit Symmetries: SU(2), Bloch Geometry, and Dissipative Semigroups — E8 Intelligence Research

FINDING: Spin-1/2 qubit symmetries unify Lorentz/Poincaré group structure with Bloch sphere geometry via SU(2) representations, while dissipative dynamics extend the Bloch ball to gl(3,R)⊕R³ semigroup actions. | MATH: SU(2) ≅ Spin(3) double-covers SO(3); Bloch sphere S² ≅ SU(2)/U...

Development of a Deep Learning Model for Audio Question Answering (AQA)

This paper presents a high-efficiency multimodal framework designed for Audio Question Answering (AQA). To overcome standard CPU and disk I/O bottlenecks, the architecture implements a zero-I/O data pipeline that pre-processes and caches 10,686 samples directly into the 48 GB VRA...

From weed management to bioenergy production: An integrated BMP –kinetic– MCDM framework for evaluating terrestrial weeds

Abstract Weeds are abundant lignocellulosic biomasses that represent a largely underutilized resource for renewable energy production. This study evaluated the biomethane production potential of five terrestrial weed species— Amaranthus retroflexus , Medicago sativa , Lactuca ser...

A Calibration-Independent Test of Cosmological General Relativity(CGR) Against Lambda CDM Using Cosmic Chronometers and Redshift-Space Distortions

Building on a companion Pantheon+SH0ES Supernovae analysis, which found no statistically justified preference for Cosmological General Relativity(CGR) over Lambda CDM, and a companion methodology paper, which argued that genuine discriminating power between the two models require...

Search Results Reveal Gap in Quantum Wire Entanglement Research — E8 Intelligence Research

FINDING: Search results are dominated by popular expositions of Bell's inequality and quantum entanglement, with only one substantive technical paper on quantum algorithm software for condensed matter; no direct results on Coulomb-coupled quantum wires or entanglement generation...

Topological Weyl Semimetals: Symmetry, Z2 Invariants, and Fermi Arcs — E8 Intelligence Research

FINDING: Weyl semimetals exhibit topologically protected band crossings (Weyl nodes) that require time-reversal symmetry breaking for stabilization, with the Z2 invariant governing surface Fermi arcs. | MATH: Weyl node dispersion \( E(\mathbf{k}) = \pm v_F |\mathbf{k} - \mathbf{k...

Urbanization induced LULC transformation, its effects on land surface temperature and spectral index responses in Adama city, Ethiopia

Urbanization has significantly transformed land use/land cover (LULC) patterns and urban environmental conditions. This study examined urbanization-induced LULC transformation, its effects on land surface temperature (LST) dynamics, and spectral index responses in Adama City. Spa...

Clinical severity and co-infection of respiratory pathogens among children and adolescents with Mycoplasma pneumoniae infection in Guangzhou, China: a single-center retrospective cohort study

Abstract Background Mycoplasma pneumoniae (MP) is a major cause of respiratory infections in children and adolescents. COVID-19 pandemic control measures may have disrupted the respiratory microenvironment and increased the risk of co-infection associated with severe community-ac...

LAB #1851 NEUTRAL: LEDGER BENCH: Apply filter: Quarterly phase = MANIPULATION — improves win rate from 32.0% to 32.8% ( — E8 Intelligence Research

IDEA: Adjustment made to the live model — verify against the backtests: Apply filter: Quarterly phase = MANIPULATION — improves win rate from 32.0% to 32.8% (+0.8pp, n=1032) SAME-WINDOW EFFECT: Applying the MANIPULATION-phase filter would have excluded trades opened during that q...

Development and validation of a clinical prediction model for gastrointestinal hemorrhage in pediatric IgA vasculitis

To develop and internally validate a preliminary clinical prediction model for incident gastrointestinal hemorrhage (GH) occurring after admission in children with IgA vasculitis (IgAV), with continuous laboratory predictors retained in original scale to maximize predictive infor...

A proposed hybrid machine learning and physics-based optimization framework for energy-efficient smart buildings

Abstract Due to the complex and dynamic structure of building energy systems, improving energy efficiency in smart buildings while ensuring occupant comfort has proven difficult. This paper proposes a hybrid framework which combines machine learning, physics-based thermal model o...

Is 400 Gy enough for every tumor? The 3 cm cutoff and a modified BCLC classification for predicting complete response after radiation segmentectomy in hepatocellular carcinoma

To evaluate the relative contribution of the 400 Gy perfused liver absorbed dose (PLAD) threshold and tumor size in predicting complete response (CR) after yttrium-90 (Y-90) radiation segmentectomy (RS) in hepatocellular carcinoma (HCC), and to investigate the prognostic discrimi...

Effects of 24-Epibrassinolide Application on the Development of Dipteryx odorata: Between Growth Stimulation and Inhibitory Effects

Abstract Dipteryx odorata , the Tonka Bean tree, is an Amazonian tree species of high ecological and economic importance, widely used in reforestation and restoration programs. This study evaluated the effects of exogenous application of 24-epibrassinolide (24-EBL) on the morphol...

Online Cannabis Marketing Practices and Regulatory Compliance: A Surveillance Study Across 5 US Cities in States with Different Cannabis Regulations

Background: Cannabis marketing and regulation have rapidly evolved. This study examined online cannabis marketing across different regulatory contexts. Methods: In 2022 and 2025, we assessed cannabis retailer websites from 5 US cities: Denver, Colorado; Seattle, Washington; Portl...

Panpsychism Debate Lacks Mathematical Formalism, Remains Philosophical — E8 Intelligence Research

FINDING: Panpsychism debate yields no new mathematical formalism; core arguments remain philosophical, with one fringe quantum-information proposal lacking testable equations. | MATH: None derived; no constants, ratios, or symmetries emerge from the cited sources. The only quanti...

Chimeric antigen receptor (CAR)-T cell therapy for solid tumors in pediatric patients: current breakthroughs, dilemmas, and strategies

Chimeric antigen receptor (CAR)-T cell therapy has demonstrated substantial clinical efficacy in pediatric hematologic malignancies; however, its application in pediatric solid tumors remains investigational and is constrained by substantial biological and clinical challenges. Ke...

Industry 6.0 Smart-Grid Communications Resilience: Requirements, Existing Pathways, and Limits of ION/Plasma Mechanisms

Industry 6.0 still needs the grid to preserve observation and control when conventional communications degrade. Communications failure is treated as a resilience problem that can be independent of, or correlated with, power-system failure. A minimum survivable information layer i...

EuroMillions Breakthrough Mining — 3405 Sources, 29616 Leads Extracted — E8 Intelligence Research

Mined 3405 lottery+quantum breakthroughs. Extracted 29616 leads across 13 categories. 27199 high-value leads found. Categories: {"CORRIDOR": 2523, "FORMULA": 2349, "GEOMETRIC": 955, "FORWARD_ATTEMPT": 2677, "QUANTUM": 2903, "TIMING": 299, "CELESTIAL": 2432, "GEMATRIA": 2566, "CON...