Research works

MERLIN SCIENCE — LAB #1196 PROMISING: TG AUTO: BASE 44 ORDER: Implement Rank-Transforme — E8 Intelligence Research

We have implemented a Rank-Transformer attention mechanism that maps token positions onto the E8 root-vector lattice at 132 Hertz, using a 248-dimensional charge space, and integrated it into our pattern detection pipeline. The problem we are addressing is the persistent false po...

Machine learning-based prediction models for chronic postsurgical pain after orthopaedic surgery: a scoping review

Chronic postsurgical pain (CPSP) is a burdensome complication following orthopaedic surgery. Machine learning (ML) offers potential for improved prediction; however, the methodological landscape remains unsynthesized. This scoping review mapped ML-based CPSP prediction models in...

Penrose Tiling, Quasicrystals, and the Golden Ratio in Icosahedral Viral Capsids — E8 Intelligence Research

FINDING: Penrose tiling and quasicrystals demonstrate that 5-fold rotational symmetry, previously forbidden in periodic crystallography, is possible in aperiodic but ordered structures, with deep connections to the golden ratio and the Caspar-Klug triangulation number formula T =...

Explainable hybrid stacked ensemble of LSTM and DNN with SHAP-driven insights for predicting geopolymer concrete compressive strength for sustainable constructions

As the world look forward to reduce carbon emissions, it leads to the adoption of sustainable construction materials, with geopolymer concrete (GPC) emerging as a green alternative to traditional portland cement concrete. GPC, produced using industrial waste materials like fly as...

Quaternion Order Parameter Links 3D Quasicrystal Solidification to 8D E₈ Lattice — E8 Intelligence Research

FINDING: The solidification of icosahedral quasicrystals is governed by a quaternion orientational order parameter, directly linking the 3D quasicrystal to the 8D E₈ lattice via a projection that preserves the binary icosahedral group symmetry. MATH: - E₈ lattice: 240 minimal vec...

Association between preoperative malnutrition and hospital length of stay in adults with major lung resection: A prospective cohort study

BACKGROUND: Postoperative infections remain a frequent complication after lung resection, and malnutrition is highly prevalent in this population. However, evidence on the impact of malnutrition on clinical outcomes following major lung surgery is limited. This study evaluated th...

Reconstructed proton mass/energy structure: Insights from Patterson function analysis

This study employs the gravitational form factor Ai of the proton to reconstruct its internal mass/energy distribution using Patterson function analysis combined with a scaling procedure. The reconstruction reveals a sharply localized central peak, reaching 47 400 fm⁻³, with a ha...

DİJİTALLEŞMENİN DENETİM SÜRECİNE ETKİSİ: TÜRKİYE’DEKİ İÇ DENETİM ORGANİZASYONLARINDAKİ UYGULAMALARI

Bu araştırma, Türkiye’deki iç denetim organizasyonlarında dijitalleşmenin denetim çalışmalarının kalitesine ve verimliliğine olan katkısını anlamayı, bu sürecin sunduğu fırsatları, karşılaşılan engelleri ve kullanılan teknolojilerin meslek üzerindeki etkilerini keşfetmeyi amaçlam...

Non-linear Cognition and Subjective Pain in Gifted Individuals: A Structural Framework for Understanding Maladaptation and Budding

This paper presents a theoretical framework for structurally analyzing subjective distress that may be observed in gifted experience, not by reducing it to giftedness as an individual attribute itself, but through relationships among cognitive processing, evaluative criteria, met...

Robust hybrid internal model control based smith predictor for MIMO systems with multiple time delays

Internal Model Control based Smith Predictor for MIMO processes with multiple time delays is reported in this paper. The proposed structure combines the advantages of Smith predictor and Internal model control while providing a simplified tuning strategy for the Internal Model Co...

Wind Formation as a Symmetry-Breaking Condensation Transition Under the Universal Condensation Principle

Universal Condensation Principle

A generalized algorithm for inferring wildfire evacuation decisions and departure times using large-scale mobile device location data

Understanding wildfire evacuation behavior is essential for effective disaster planning, yet current approaches often rely on event-specific methods that limit broader applicability. This paper proposes a generalized algorithm for inferring wildfire evacuation decisions and depar...

Dual‐Threshold Event‐Triggered Control for Positive Linear Systems

ABSTRACT This paper investigates event‐triggered stabilization for positive linear systems. First, we propose a novel dual‐threshold event‐triggered scheme (ETS) that takes full advantage of the systems' positivity without relying on norm calculations. This scheme dynamically ada...

SÜRDÜRÜLEBİLİRLİK RAPORLAMASINDA PAYDAŞ KATILIMI VE ÖNEMLİLİK DEĞERLENDİRMESİ: KİMYA SEKTÖRÜNE YÖNELİK AMPİRİK BİR ÇALIŞMA

Bu çalışmanın amacı; Borsa İstanbul'da işlem gören kimya, ilaç, petrol, lastik ve plastik ürünleri alt sektörlerinde faaliyet gösteren ve kapsamlı sürdürülebilirlik verilerine erişilebilen şirketlerin 2022-2024 yılları arasındaki sürdürülebilirlik raporlamalarını paydaş katılımı...

Plimpton 322: A 3,700-Year-Old Babylonian Secant-Squared Trig Table — E8 Intelligence Research

FINDING: Plimpton 322 encodes a sexagesimal trigonometric table based on secant-squared (sec²θ) and tangent (tanθ) ratios, predating Greek trigonometry by over 1,000 years and using a simpler, more accurate method. MATH: - Tablet rows correspond to Pythagorean triples (a, b, c) w...

Physician-revised AI-generated drafts are associated with higher ratings of written explanations in end-of-life care in the intensive care unit: a scenario-based single-center cross-sectional study

Abstract Background In end-of-life care (EOL) in the intensive care unit (ICU), intensivists are expected to provide medically appropriate and empathetic communication to support shared decision-making with patients and their families. Large language models (LLMs) have shown pote...

Circular RNAs as regulators of epithelial‑mesenchymal transition in gliomas from molecular mechanisms to clinical applications

Epithelial–mesenchymal transition (EMT) is a fundamental biological process that drives glioma invasion, therapeutic resistance, and malignant progression. Recent evidence highlights circular RNAs (circRNAs) as pivotal post-transcriptional regulators that orchestrate EMT through...

EuroMillions Breakthrough Mining — 2721 Sources, 22800 Leads Extracted — E8 Intelligence Research

Mined 2721 lottery+quantum breakthroughs. Extracted 22800 leads across 13 categories. 20576 high-value leads found. Categories: {"CORRIDOR": 1929, "FORMULA": 1767, "GEOMETRIC": 848, "FORWARD_ATTEMPT": 2045, "QUANTUM": 2256, "TIMING": 252, "CELESTIAL": 1856, "GEMATRIA": 1952, "CON...

Golden Ratio φ Generates Icosahedron, 600-Cell, 120-Cell, and E8-Linked Quasicrystal — E8 Intelligence Research

FINDING: Icosahedral vertex coordinates are explicitly generated by the golden ratio φ, and the 600-cell (4D regular polytope) is directly constructed from these coordinates, linking 3D icosahedral symmetry to 4D polytope geometry. The 120-cell is composed of 120 dodecahedra, eac...

E8 Phi‑Resonant Topological Edge States — E8 Intelligence Research

We propose the E8 Phi‑Resonant Topological Edge State (E8‑PRTES), a protected wavefront that emerges at the interface of a 240‑root‑vector lattice tuned to the 132 Hz phi‑harmonic. The phi‑coupled torsion fields generate a self‑synchronizing braid that locks the phase of edge mod...