Research works

Active Traversal and Load-Bearing Dependency II (ATLD 2): Residual Coordinate Identification and Self-Auditing Matched-Control Evaluation for Long-Horizon AI Systems

Active Traversal and Load-Bearing Dependency (ATLD) v1.0 introduced a matched-control protocol for testing whether meaningful typed dependency architecture and active recursive traversal contribute causal functional gain beyond the same content presented through flat, isolated, s...

Erdős Problem #81 — Chordal Clique Partitions: Papers I–III

Description This record contains three official author preprints from a research program on Erdős Problem #81, concerning the asymptotic edge clique-partition number of chordal graphs. Each paper is accompanied in the linked GitHub repository by its Lean 4 formalization, frozen s...

From Relativity to Eon 0 Thermodynamics: The Unification of E=mc^2 and E=PV through Kenophobia

Abstract: For over a century, modern physics has collided with the impossible unification of General Relativity and Quantum Mechanics. This systematic failure is rooted in a dogmatic refusal: the reluctance to consider the spatial vacuum as a material fluid and to accept thermody...

Working Paper No. 001 (Version 3.0) The Methodology of Forensic STEM™

Working Paper No. 001: The Methodology of Forensic STEM™ is the principal methodological working paper for the development of Forensic STEM™ at g² Insight Lab. Version 3.0 (August 2026) is a major post-comparative methodological revision following White Paper No. 006, Locating Fo...

Ethical finance convergence in the WAEMU (West African Economic and Monetary Union): an ARDL analysis

Abstract This article examines the relationship between Socially Responsible Investment (SRI) and Islamic Finance in the West African Economic and Monetary Union (WAEMU) zone. Using the BRVM Socially Responsible Index (BRVM-SRI) and the ECOWAS Shariah index as respective represen...

Human, AI, and Organizational Performance (HAOP): A Safety Framework for the AI Era

Human, AI, and Organizational Performance (HAOP) is a safety framework extending Human and Organizational Performance (HOP) to work systems in which AI performs consequential functions. The framework recognizes three performers in one work system – the human who adapts, the AI th...

Modified percutaneous vertebroplasty with bilateral cannulated screws and staged cement injection for stage I and II Kummell’s disease: a mid-to-long term follow-up study

Abstract Background Kummell’s disease (KD) is a delayed post-traumatic vertebral osteonecrosis often complicated by intravertebral vacuum cleft (IVC), cement loosening, and progressive vertebral collapse after conventional percutaneous vertebroplasty (PVP) or kyphoplasty. This st...

Non-targeted screening and chemical fingerprint analysis of anthropogenic contaminants in duck Farm Agro-Ecosystems

A non-targeted UHPLC-Q-Orbitrap-HRMS workflow was applied to six matrices from two duck farms in Hunan, China. A total of 3,352 chemical features were obtained, and 209 anthropogenic contaminants were annotated (60 at Schymanski Level 2 and 149 at Level 3). Chemical and industria...

Fibromyalgia Driven by Two Viruses and the Risk Genes: Epstein-Barr Virus Explains the Female Bias and Herpes Simplex Virus Type 1 Causes the Pain

Fibromyalgia affects 2-4% of the population with a female predominance of up to 9:1, yet its etiology has remained unknown. Here we integrate the largest fibromyalgia genome-wide association study (GWAS) to date (Nature Medicine 2026, 2.5 million individuals, 26 loci) with publis...

Hierarchical Flux Competition Governs Electrochemical‐Chemical Coupling in Redox‐Mediated Batteries

ABSTRACT Redox‐mediated processes offer an effective strategy to accelerate sluggish kinetics and improve active‐material utilization across diverse battery chemistries. However, rational optimization remains challenging due to the lack of a quantitative framework describing the...

Gauge Couplings in the Absolute Frame Theory: Derived Ratios, Geometric Left–Right Breaking, and the Induced-Coupling Boundary

Version of August 23rd, 2026, based on technical development within the Absolute Frame Theory programme. The Absolute Frame Theory (AFT) derives the Standard-Model gauge group as topological data of an embedding X:M->A of the observable four-dimensional manifold into a flat fourt...

Forward-modelling in bounded race substrates: agency, self-modelling, and theory of mind as substrate-mechanical phenomena

A theoretical paper defending three substrate-mechanical claims: self-modelling, theory of mind, and free will as structural consequences of forward-modelling under bounded race-architecture. Abstract. Three threads of cognitive science, behavioural economics, and philosophy of m...

Two Candidate Readouts of a Proposed Common Race: Effort-Value Attribution and Commit-Position as Substrate Signatures of Race-Architecture

Six effort-value biases — the IKEA effect, the endowment effect, the sunk-cost fallacy, the generation effect, effort justification, and the effort heuristic — and the widening of a language model’s commit-position under instruction-tuning are proposed here as two readouts of one...

Electric vehicle charging planning in complex systems considering HARL dynamic pricing

Abstract To address the challenges of spatio-temporal coordination and economic optimization for electric vehicles (EVs) charging infrastructure planning in energy-transportation coupled networks. we propose an innovative planning framework that integrates the HARL dynamic time-o...

Substrates Encode Experience, Not Information: An Encoding-through-Loading Framework with Cross-Substrate Tests in Language Models

Why does the same instructional support that helps a novice harm an expert? The expertise reversal effect is well established in instructional psychology but lacks a process-level mechanism. This paper proposes a recursive strategy-choice race account and tests it in language mod...

Competing Effects of Elastic Heterogeneity and Viscous Flow on Interseismic Coupling at Cascadia

Abstract Interseismic coupling maps are important tools for estimating future earthquake hazard at subduction zones. Often interseismic coupling is estimated from surface velocities using a homogeneous elastic Earth model. However, inversions that incorporate viscoelastic mantle...

Metacognition: A New Aspect V2

This essay challenges the prevailing assumption that metacognition — the capacity to think about one's own thinking — is a rare, unevenly distributed skill that must be taught. Drawing on parallel emergence of metacognitive markers across separate hominin species in the fossil re...

Analytical solution to the Kronig–Penney model with harmonic oscillator wells: insights to tight-binding

The celebrated Kronig–Penney model traditionally has been formulated with square well potentials representing atomic centres. Here, we use a slightly more realistic potential, the truncated harmonic oscillator, in lieu of square well potentials, and solve the model analytically....

Comment on “The elusive fluid‐and‐crystal coexistence state in simulations of monodisperse, hard‐sphere colloids”

Abstract In a recent article [1], Wang et al. discuss the absence of simulations of monodisperse hard spheres in which a metastable fluid spontaneously nucleates into a stable fluid‐crystal coexistence. Here, we show that such a simulation can be readily accomplished with standar...

Modular flow of celestial conformal field theory

Abstract We first review the calculations for the modular flow and the vector flow of $$\text {CFT}_2$$ CFT 2 , warped CFTs and Bondi–Metzner–Sachs field theories (BMSFTs), and then we present the vector flows and modular flows in Celestial field theory and Klein CFTs. We also di...