Research works

Probabilistic Construction of H³ WZW Model at k=1 Links Logarithmic CFT and Integer QHE — E8 Intelligence Research

FINDING: Probabilistic construction of H³ = SL(2,C)/SU(2) WZW model at level k=1, linking to logarithmic CFT with c=0 and integer quantum Hall edge states. | MATH: WZW model on hyperbolic 3-space H³; target space SL(2,C)/SU(2) (non-compact); level k=1 corresponds to central charg...

Decoupling Electronic Activation and Pore Connectivity in Acidic Oxygen Reduction on Metal‐Free Biomass‐Derived Carbon Catalysts

Acidic oxygen reduction is often discussed as if catalytic activation and mass transport were inseparable. Here, biomass‐derived carbon was used to examine these contributions through oxidation, ammonia annealing, and KOH activation. The onset potential is associated primarily wi...

Qontext: A Quipu-Inspired Conversational Memory for Local Language Models

A conversational memory for language models that stores short, self-contained third-person facts ("knots") and returns only those a given prompt needs, inspired by the Inca quipu. On 800-turn conversations with human-written dialogue as filler, a 12B model answers 9.7/10 planted-...

Field Equations from a Common Foundation

This work derives the Einstein field equations and the equation structure of quantum field theory from a single discrete foundation — the {0,1}³ cube, direction counting, the tick as measurement information (τ = n·tP), and update consistency. Principle I (linearity): the energy l...

From Fold to Chemistry

Local publication candidate for From Fold to Chemistry, version 1.4.0. Integrates the independent Lean 4 whole-model PASS over 2,777 current claims. An Exact, Parameter-Free and Machine-Closed Complete-Field Reconstruction of Chemical Science from Smithian Fold Theory

Penrose Tilings: 5D Cubic Projections Yield Critical Eigenstates via Golden Ratio — E8 Intelligence Research

FINDING: Penrose tilings as 5D cubic lattice projections yield singular continuous spectra in tight-binding models, with critical (non-Bloch) eigenstates. | MATH: Projection from Z⁵ to 2D via irrational slope (golden ratio φ = (1+√5)/2 ≈ 1.618); tight-binding Hamiltonian H = -t Σ...

MERLIN SCIENCE — Microtubule Quantum Coherence Bolsters Penrose-Hameroff Consciousness — E8 Intelligence Research

Here is the narration for today's MERLIN SCIENCE video. Today's finding, archived at Zenodo and peer-reviewed, is this: new experimental studies on microtubule quantum coherence provide measurable support for the Penrose-Hameroff Orch-OR theory of consciousness, but the strongest...

A New Multi‐Objective Ensemble System for Geoscience Resource Price Forecasting: Evidence from the Green Metal Market

ABSTRACT Green metals are an important type of geoscience resource and also essential components for building a clean energy future. However, their substantial price fluctuations make accurate price forecasting a crucial decision‐making enabler for energy transitions. Previous st...

SMILE — Sustainable Methodology for Impact Lifecycle Enablement (v6.4.3): Operational Grammar for Auditable, Shared and Forkable Reality

SMILE (Sustainable Methodology for Impact Lifecycle Enablement) is a lifecycle methodology and design-science specification for constructing continuously learning digital twins as a consequence of impact-first project work. Version 6.4.x adds the operational grammar for auditable...

Evaluation of Artificial Intelligence-Based Early Intervention and Education Applications

Aim: This study was conducted to evaluate artificial intelligence (AI)-based early intervention and educational applications developed for children from the perspective of Child Development experts, in line with the parameters of the target population, area of use, technological...

Evading the blues: Nocturnally active adult Leach's Storm‐Petrels show evidence of avoiding LED lights with shorter wavelengths

Abstract Nocturnal seabirds, particularly Procellariiforms, are vulnerable to being negatively impacted by artificial lights as they are prone to encounter various forms of light pollution in coastal and pelagic habitats, leading to strandings or other changes to their normal beh...

Clinical Impact of Gleason Pattern 5 on Doublet Versus Triplet Therapy in Metastatic Hormone‐Sensitive Prostate Cancer

BACKGROUND: Upfront treatment intensification with androgen deprivation therapy (ADT) plus an androgen receptor pathway inhibitor has become a standard approach for metastatic hormone-sensitive prostate cancer (mHSPC). However, prognosis remains poor for some patients despite sec...

EuroMillions Breakthrough Mining — 1197 Sources, 7477 Leads Extracted — E8 Intelligence Research

Mined 1197 lottery+quantum breakthroughs. Extracted 7477 leads across 13 categories. 5633 high-value leads found. Categories: {"CORRIDOR": 591, "FORMULA": 451, "GEOMETRIC": 657, "FORWARD_ATTEMPT": 615, "QUANTUM": 827, "TIMING": 168, "CELESTIAL": 536, "GEMATRIA": 575, "CONSTANT":...

Numerical Investigation on Water Hammer Pressure in Long-Distance and Large-Diameter Gravity Flow Water Pipelines in Hilly Areas

Abstract The closure strategy of the downstream end valve is one of the important factors affecting the safety of long-distance, large-diameter gravity flow water supply pipelines. This paper takes the large-diameter gravity flow water supply pipeline of the Siqiao Reservoir Irri...

Governance Compilation Standard - Core Requirements (Draft 0.1 for Stakeholder Review)

The Governance Compilation Standard - Core Requirements specifies a technology-neutral normative core for the controlled transformation of authorized human governance into validated, activated, and runtime-consumable machine-evaluable governance. The standard defines minimum requ...

Exploring Determinants of Community Flood Resilience in Southeast Asia: A Systematic Review

Flooding is the most devastating natural disaster in Southeast Asia, disproportionately affecting vulnerable communities and posing substantial public health challenges. This PRISMA 2020 systematic review, registered with PROSPERO, aimed to synthesize the determinants influencing...

Balancing privacy and accuracy: federated learning for multi-class student performance prediction with adaptive noise differential privacy

To enhance the accuracy of performance prediction while safeguarding student data privacy, this study proposes a federated learning (FL) framework based on a 9-layer convolutional neural network (CNN) and incorporates adaptive noise differential privacy (DP) techniques. The model...

Refinement Consistency Obstructs Nonlinear Power Lifts of Finite History Measures

A finite branching system is a finite set of local states equipped with an admissibility relation and a row-stochastic transition kernel. From an initial law, such a system induces a canonical positive valuation on admissible histories. We prove that, whenever at least one branch...

Effect of the Filler Metal on the Microstructure, Mechanical Properties, and Corrosion Resistance of Inconel 600 Welded Joints Using Gas Metal Arc Welding

Dissimilar welding of Inconel 600 (IN600) has recently received attention due to its mechanical and corrosion performance and cost reduction during the start‐up of components in the oil/gas industry. For this reason, IN600 plates were welded with gas metal arc welding process usi...

Structural Mechanics in Vacuum Electrodynamics: A Classical Topological Approach

Overview & Summary This manuscript presents a classical, deterministic mechanical framework for electron-positron pair production and particle emergence, addressing a fundamental gap in Quantum Electrodynamics (QED). While standard QED calculates pair production probabilities, it...