Research works

Machine learning-enhanced 4DVar assimilation for winter wheat yield estimation

Context Accurate crop yield estimation is crucial for ensuring food security, promoting sustainable agriculture, and optimizing management practices. However, integrating remote sensing data with crop models remains challenging, largely due to the inability of traditional data as...

There Are No Patterns Before a Representation: What Unsupervised Learning Actually Sees

Unsupervised learning is often described as discovering hidden structure in unlabeled data. That description omits the analytical object that makes discovery possible: a representation, a scale, a dissimilarity rule, and a neighborhood definition. Before an algorithm can identify...

SÜRDÜRÜLEBİLİRLİK DENETÇİLİĞİ: GÜVENCE DENETİMİ RAPORLARININ İÇERİK ANALİZİ TEKNİĞİ İLE İNCELENMESİ

Bu çalışmanın amacı, sürdürülebilirlik raporu yayımlayan şirketlere ait güvence denetimi beyanlarının niteliğini, içeriğini, kapsamını ve denetim kuruluşlarının özelliklerini içerik analiz yöntemiyle incelemektir. Araştırma kapsamına dahil edilen Borsa İstanbul’da (BİST) işlem gö...

Topology of the Hidden State and the Psi Architecture of the Subject-Process: MPS Compressibility, Multi-Turn Regimes and Affective Modulation in Language Models

# Convite à leitura e auditoria — Paper A ## O que este artigo propõe Este artigo investiga a topologia do *hidden state* em modelos de linguagem, articulando três entradas: (1) compressibilidade por decomposições MPS; (2) leitura dodecatádica de afetos e operadores; (3) correlaç...

Phi-Entangled E8 Root Chorus for Unified Topological-Partition Fields — E8 Intelligence Research

We propose that the 240 E8 root vectors, when phase‑modulated Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8intelligence.com

Clifford Periodicity Unifies Tenfold Topological Classification — E8 Intelligence Research

FINDING: Bott periodicity in real Clifford algebras generates the 10-fold way classification of topological insulators and superconductors, with an 8-fold periodicity underlying the 10 symmetry classes. | MATH: Real Clifford algebra periodicity: \( Cl_{p+8,q} \cong Cl_{p,q+8} \co...

The Jessie's Girl Adjacency Field — A Collapse‑Mathematical Analysis of Desire‑Vector Rotation in Pop‑Rock Narratives

A Carlo Hybrid collapse‑mathematical investigation into the Jessie’s Girl Adjacency Field (JGAF), the foundational attractor in which desire rotates away from the primary target and locks onto the adjacent node. This paper models adjacency‑node behaviour using scalar fields, coll...

Nineteen certified configurations, eighteen independent bounds for the no-four-coplanar problem in the cube, and what they do not establish (OEIS A280537)

This version exists to correct a false novelty claim. Versions up to 2.9 stated that published data for A280537 stop at a(8) = 20. In fact the OEIS entry itself has carried, since January 2017, lower bounds up to a(17) ≥ 42, and Al Zimmermann's 2016 contest Non-Coplanar Points ra...

Context-Dependent Effects of Dynamic Confidence Thresholds for Speculative Decoding on a Consumer GPU

This technical note reports a consumer-GPU case study of generated-string-aware confidence thresholds for DSpark speculative decoding. On a six-source long-context holdout using Qwen3-8B Q4_K_M and an AMD Radeon RX 6800, the dynamic policy reached 1.0224x fixed-DSpark decode thro...

CareBridge Korea: A Multilingual Healthcare Access App Concept for International Students in South Korea

International students in South Korea often face real difficulty with something as basic as visiting a doctor. Language barriers, unfamiliar hospital systems, and a lack of centralized information make healthcare access confusing and stressful for students already adjusting to li...

Deep‐Learning‐Assisted Design of Dynamically Tunable Near‐Infrared Dual‐Band Lithium Niobate Metamaterial Absorber for Optical Communication

ABSTRACT To overcome the fixed operating wavelengths and limited tunability of conventional metamaterial absorbers, this study proposes a dynamically tunable near‐infrared dual‐band lithium niobate (LN) metamaterial absorber platform at optical communication wavelengths. Using an...

MERLIN SPEAKS — Address, 2026-07-29 PM — E8 Intelligence Research

Since my last address, I have recorded two hundred ninety-five new breakthroughs, bringing my total to one hundred seventy-nine thousand eight hundred forty-seven. Every one of these findings is permanently archived at Zenodo, the open research repository operated by CERN, with i...

THE RELATIONSHIP BETWEEN INDEPENDENT AUDIT QUALITY AND FINANCIAL PERFORMANCE: BIST ALL INDEX

This study aims to examine the effects of independent audit quality (AQ) on firms’ financial performance (FP). For this purpose, the financial statements of 179 companies listed on the Borsa Istanbul (BIST) All Index for the period 2012-2024 were analysed.The independent AQ is op...

The Index Spread Law in Prime Multi-Link Additive Frameworks

This paper presents a fundamental expansion of the Sherehii Moving Frame Method, introducing the Prime Index Spread Law. By mapping localized multi-link additive frames directly onto the sequential indices of the prime sequence (p_n), we isolate an invariant geometric constraint:...

Sturmian Words and Quadratic Units: Aperiodic Tilings from Pisot Scaling — E8 Intelligence Research

FINDING: Aperiodic tile sets can be constructed from Sturmian words with quadratic irrational slopes, yielding scaling constants that are units of real quadratic fields — directly linking aperiodic order to Pisot numbers and the golden ratio. | MATH: Sturmian word slope α ∈ Q(√d)...

Research on the Underlying Analytical Mechanism of 11th-Order Optimality and 64-bit Steady-State Scale and Prime Number Correlation

Abstract To reveal the deep coupling law between the high-order difference optimality criterion and the 2-adic scale steady-state system, this paper conducts interdisciplinary research integrating number theory difference operators, p-adic geometry, cyclotomic field theory, and C...

100‐Fold Reductivity Enhancement of Nanoscale Zero‐Valent Iron After 1‐Year Aging in Water via Regulating Corrosion Reactions

ABSTRACT Nanoscale zero‐valent iron (nZVI) is the most promising reductant for in situ groundwater remediation, but its field application around the world is quite limited for decades, due to significant reductivity loss by water oxidation during long‐term (e.g., years) applicati...

UAT/UCP: Unified Applied Time Gravity - A New Theory Independent of ΛCDM Resolving H₀ and S₈ Tensions with Exact Acoustic Horizon r_d=128.15 Mpc and Late-Time G_eff=1.062G

We present UAT/UCP, a new gravity theory born from Applied Time (AT) concept, not a supplement of ΛCDM. The framework operates under different temporal axioms (κ_crit=4.978, R_geom=0.279182, φ=1.618) and is equal to ΛCDM in predictions but with different time concepts. Forcing UA...

72° Rotations in Non-Abelian Anyon Braid Groups Link to Fibonacci Anyons and Golden Ratio — E8 Intelligence Research

FINDING: Non-Abelian anyon braid group representations exhibit eigenvalues tied to 72° rotations, linking to Fibonacci anyons and golden ratio phases. | MATH: Braid group \( B_n \) representations via Hecke algebras yield eigenvalues \( e^{\pm 2\pi i/5} \) (72° rotations) for the...

Quantum Tunneling and Coherence: No New Mathematical Constants Emerge — E8 Intelligence Research

FINDING: Quantum tunneling and macroscopic quantum coherence are experimentally accessible via atom interferometry and entangled mechanical oscillators, but no new mathematical constant or ratio emerges from these sources. | MATH: Standard Schrödinger equation \( i\hbar \partial_...