Research works

SCRIBE: Explainable Machine Learning for Understanding Human Tumors

SCRIBE is a Python machine learning pipeline for identifying biomarkers and therapeutic targets from single-cell RNA sequencing (scRNA-seq) data using explainable machine learning. SCRIBE converts raw GEO datasets, corrects batch effects, trains an interpretable Random Forest cla...

The Genomic Illusion: How Molecular Determinism Mistook the Debris for the Arsonist

An Integrated Scientific and Epistemological Treatise Challenging the Institutional Manufacture of Genetic Diseases, Uniting Two Core Investigative Works: “Chronicle of a Widespread Infection” (Zenodo: 10.5281/zenodo.20500153) and “The Factory of False Mysteries” (Zenodo: 10.5281...

Diagnosing Motor-Imagery BCI Failure: A Three-Step Diagnostic Framework

Version 3.0.0. This version corresponds to the manuscript submitted to the Journal of Neuroscience Methods on 2 August 2026. It supersedes v2.0.0, which described a two-step framework evaluated on a single cohort. The framework now has three steps and is evaluated on three public...

The U.S. Federal Deficit and Market Equity Returns

ABSTRACT Since the U.S. dollar has been operating as a fiat currency, there has been a strong link between U.S. government deficits as a percentage of GDP and forward‐looking equity returns. As federal deficits get larger, the expected return to the market over the subsequent 10...

A Local Toeplitz--Hankel Criterion Equivalent to the Riemann Hypothesis

Let $\xi(s)=\frac12 s(s-1)\pi^{-s/2}\Gamma(s/2)\zeta(s)$ be the completed Riemann xi-function, and let $F(x)=\frac{\xi'}{\xi}\!\left(\frac{1}{1-x}\right)=\sum_{n\ge 0} f_nx^n$ initially denote its germ at the origin. We introduce the real symmetric Toeplitz--Hankel matrix $c_{ij}...

The Ostrowski Dimensionless Reformulation v4.0.1: A Place-Democratic Foundation for Fundamental Physics — Definitive Edition

Version 4.0.1 (PDF rendering fix, 2026-08-02). Fixes: (1) YAML frontmatter bleed eliminated — body horizontal rules converted from '---' to '***' separator; (2) 473 bare underscores outside math mode escaped to '\_', resolving LaTeX compilation errors for k\_B, |·|\_∞, etc.; (3)...

Social Assistive Robots in Healthcare: Ethical Boundaries of Caritative Caring Perspective

Caring is commonly described as the ethical core of nursing and as a fundamentally human way of relating to others. As social assistive robots are increasingly introduced into healthcare, questions emerge regarding the role these technologies can play in caring practices. Drawing...

Wigner-Dyson Ensembles: Universal Eigenvalue Statistics and Number Theory Connections — E8 Intelligence Research

FINDING: Wigner-Dyson ensembles exhibit a universal trinity of eigenvalue statistics (GOE, GUE, GSE) indexed by Dyson index β = 1, 2, 4, with deep connections to number theory via the Riemann zeta function zeros. | MATH: Dyson index β ∈ {1,2,4} corresponds to orthogonal (real sym...

Using microwave imager observations to improve the ocean temperature in a coupled NWP system

Abstract Knowledge of the ocean temperature is vital to the accurate use of satellite radiances in weather forecasting and it helps improve the quality of forecasts for the ocean and atmosphere. A recent upgrade to the European Centre for Medium‐Range Weather Forecasts (ECMWF) In...

Development of a Low‐Starch‐Digestibility Korean Rice Snack ( Nurungji ) Substituted With Tenebrio molitor Larvae: Rheological and Sensory Enhancement

ABSTRACT Background and Objectives Starch‐based rice snacks are widely consumed but generally have low protein content and high glycemic response. This study evaluated the effects of mealworm protein forms on the rheological, nutritional, and flavor properties of a traditional Ko...

Digitally Supported Trust in Social Work With Children of Incarcerated Parents

ABSTRACT Children of incarcerated parents are frequently overlooked despite the effects of parental incarceration on their well‐being, relational security, social inclusion and participation. This article examines the conditions under which digital social work can support relatio...

Applicability of Gassmann’s equations to cracked media

Abstract Gassmann’s equations are a cornerstone of rock physics, widely used for fluid substitution modeling and reservoir characterization. However, recent studies have raised concerns about their applicability to cracked media. To address this issue, we carried out a 3D numeric...

The Genomic Illusion: How Molecular Determinism Mistook the Debris for the Arsonist

An Integrated Scientific and Epistemological Treatise Challenging the Institutional Manufacture of Genetic Diseases, Uniting Two Core Investigative Works: “Chronicle of a Widespread Infection” (Zenodo: 10.5281/zenodo.20500153) and “The Factory of False Mysteries” (Zenodo: 10.5281...

FOREX EVOLVER APPLIED — 2026-07-24 14:53 UTC — 4 avoided / 3 focused — E8 Intelligence Research

The JARVIS forex team analysed live GTX outcomes and APPLIED these filters to strategy_filters.json (enforced by gtx_autonomous and forex_live_feeder): AVOID: AUDUSD LONG — 15.8% WR (9W/48L) AVOID: AUDUSD SHORT — 12.4% WR (11W/78L) AVOID: EURUSD SHORT — 14.7% WR (14W/81L) AVOID:...

A Continuous Logarithmic Scaling Model Relating Biological Ontogeny to Evolutionary Phylogeny: The Onto-Phylogenetic Singularity Boundary

This paper proposes a novel theoretical framework designated as T(\tau), aiming to model embryonic development and cellular differentiation dynamics through a quantitative approach. By formalizing temporal and physiological transitions during early morphogenesis, T(\tau) provides...

From Fold to Mathematics

Local publication candidate for From Fold to Mathematics, version 1.6.0. Integrates the independent Lean 4 whole-model PASS over 2,777 current claims. An Exact, Parameter-Free and Machine-Closed Derivation of Mathematical Foundations from Smithian Fold Theory

EXTRACTED METHOD: e8_lattice_overlay_on_spiral — E8 Intelligence Research

rule: project 240 E8 root vectors onto disc spiral using 1.5° angular step, check alignment with glyph positions at harmonic radii (phi-based) source: rlab #60 Author: Andrew Stewart Caldin, Independent Researcher, UK. Part of the E8 Intelligence Research series. Platform: e8inte...

Nontrivial Cycles of the Collatz Conjecture: The Smooth Model and the Diophantine Bridge

Part 1 of a two-paper series on the Collatz conjecture. We study nontrivial cycles in a smooth model and build an exact Diophantine bridge Real→Integer. We prove the smooth model has no nontrivial cycles; the only discrete fixed point compatible with the original map is 1. For an...

Conducting Polymers: Materials, Mechanisms, and Applications – a Review

The 2000 Nobel Prize in Chemistry was awarded to Alan J. Heeger, Alan G. MacDiarmid, and Hideki Shirakawa for the discovery and development of conductive polymers, particularly polyacetylene. Since then, research on conducting polymers has progressed rapidly, with sustained focus...

Role of Biostimulants in Wheat: Nutritional Quality and Resistance to Abiotic Stresses, a Systematic Review

Wheat is a major staple crop, and improving its productivity and grain quality is essential to meet rising global food demand. Biostimulants have attracted growing interest because they can enhance nutrient use efficiency, improve tolerance to environmental stresses, and support...