Research works

Unified multi-task YOLO-Lite framework for road defect detection and image-level classification with edge-optimized quantization and explainable visual inference

Automated road defect assessment requires models that can accurately localize pavement damage, identify the overall defect category, and operate with limited computational resources. However, most existing approaches address object-level detection and image-level classification u...

A hybrid approach based on deep learning to improve segmentation, classification and localization of different types of brain tumors in MRI images

Brain tumors pose significant health risks, and early detection is critical for improving patient outcomes. Although Magnetic Resonance Imaging (MRI) is widely used for diagnosis, accurate interpretation remains challenging, particularly in resource-limited clinical settings. To...

EuroMillions Breakthrough Mining — 1850 Sources, 13997 Leads Extracted — E8 Intelligence Research

Mined 1850 lottery+quantum breakthroughs. Extracted 13997 leads across 13 categories. 11974 high-value leads found. Categories: {"CORRIDOR": 1169, "FORMULA": 1011, "GEOMETRIC": 733, "FORWARD_ATTEMPT": 1225, "QUANTUM": 1440, "TIMING": 211, "CELESTIAL": 1096, "GEMATRIA": 1169, "CON...

Godfatherism and Electoral Violence in Bakori Local Government Area of Katsina State, 2019-2023

This study examined the relationship between godfatherism and electoral violence in Bakori Local Government Area of Katsina State, Nigeria from 2019 to 2023. Utilizing the survey design, 100 questionnaires were administered to assess perceptions on the linkage between godfatheris...

BASE 44 ORDER: Create breakthrough_compression_cache table and add cache logic to Python agent — E8 Intelligence Research

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #1123] Create `breakthrough_compression_cache` table. In Python agent, add cache check before breakthrough scan; on hit with fresh data, skip scan and apply cached factor. Add daily systemd timer purging rows with no...

Repairing the ATS Chain? A Rigidity Theorem for Product-Formula Weights and an Effective-Weight Test for the Height Subchain (DRAFT)

DRAFT / work in progress. This is a versioned working paper of an ongoing research programme; newer versions supersede older ones. No claim about the truth of the abc conjecture, the correctness of IUT, or the correctness of the ATS series is made. This paper reports the mathemat...

No New Clay Millennium Breakthroughs; Unverified Preprint Claims P vs NP and Navier-Stokes — E8 Intelligence Research

FINDING: No new mathematical breakthroughs on Clay Millennium Problems detected in search results; only expository videos and one unverified arXiv preprint claiming solutions to P vs NP (3rd problem) and Navier-Stokes (4th problem). | MATH: No equations, constants, or ratios extr...

Student Perceptions on Educational Handovers from Medical School to Residency

Abstract To improve the transition to residency, the Coalition for Physician Accountability recently recommended a post-Match, learner-driven educational handover. Few studies have analyzed students’ perspectives on the content of handovers, especially the inclusion of personal v...

FAF1 and FAF2 enhance unfolding by p97-UFD1-NPL4 complex enabling rational design of p97 activators

Abstract VCP/p97 is an AAA+ ATPase that, together with its cofactors UFD1-NPL4 (p97-UN), unfolds ubiquitylated substrates to maintain cellular homeostasis. The human p97-UN complex associates with additional cofactors, but how these cofactors modulate p97-UN activity is not fully...

Air quality assessment in the context of landfill mining activities

Landfill mining (LFM) is a strategy aimed at mitigating any remaining potential adverse environmental impact of landfill sites whilst also recovering untapped commodities and energy for utilisation, as well as freeing up land resources for beneficial use. Many studies have highli...

Holographic Information Ontological Framework • The Brain — Paper I: Ontological Blanks and the Three-Layer Language

Holographic Information Ontological Framework: The Brain (HIOFtB) This is a four-paper series plus a short companion note. It is written for readers in neuroscience, consciousness studies, algebraic topology, and the philosophy of mind -- not as a finished theory, and not only fo...

Caspar-Klug Geometry Links Viral Capsid Symmetry to the Golden Ratio — E8 Intelligence Research

FINDING: Icosahedral symmetry in viral capsids is constrained by quasi-equivalence theory, requiring triangulation numbers (T-numbers) that follow the Caspar-Klug geometry, linking viral architecture to the golden ratio and 60-fold symmetry. MATH: - Caspar-Klug T-number: \( T = h...

Computational Core "PANCHONDRIOME 3.5" (v3.5.2-PRODUCTION): Calibration, Morphogenetic Invariants, and Academic Synthesis

This release presents version 3.5.2-PRODUCTION of the "PANCHONDRIOME 3.5" computational core, designed for the verification, calibration, and historical-academic synthesis of biophysical morphogenesis models. This iteration confirms high numerical stability under both metabolic n...

Measuring Real-Time Cognitive Load and Metabolic Strain as a Function of Communication Signal Ambiguity

This document presents a turnkey experimental protocol designed to quantify real-time cognitive load and autonomic strain as a function of communication signal ambiguity. Moving beyond retrospective self-report questionnaires, the protocol operationalizes social communication thr...

Fluorodeoxyglucose Positron Emission Tomography/Computed Tomography Reveals Extensive Articular and Extraarticular Rheumatoid Arthritis

Up to 40% of patients with rheumatoid arthritis (RA) develop extraarticular manifestations, including weight loss and persistent fever, which can mimic infection or malignancy.^1,2 A 73-year-old woman with long-standing, previously undiagnosed deforming polyarthritis pr...

THE ARCHITECTURE OF NATURAL SYSTEMS - How Nature Builds and How the Same Architecture Generates Sustainability, New Industrial Logic, and New Business Models

A cell is not a bag of chemistry. An organism is not a heap of cells. An ecosystem is not a list of species. In every case, the natural system exists because different structures and processes occupy different roles, because boundaries distinguish an inside from an outside, and b...

Corrosion inhibition driven by double-bridged-oxygen compact metaphosphate networks in KZnP3O9

Developing corrosion inhibitors with ultrahigh performance and elucidating the atomic-scale mechanisms underlying their corrosion resistance are critical to both engineering and scientific communities. Herein, we report KZnP3O9 crystal and glass corrosion inhibitors for the corro...

EBV‐Driven ODC1 Upregulation Enhances Polyamine Anabolism to Promote Viral Replication and Cisplatin Resistance in Nasopharyngeal Carcinoma

ABSTRACT Epstein‐Barr virus (EBV) is a key oncogenic driver of nasopharyngeal carcinoma (NPC) and is closely associated with cisplatin resistance, but its roles in metabolic reprogramming and chemoresistance remain unclear. This study aimed to investigate the role of EBV in polya...

Article III Avicenna Protocol: THE CYBER-BIOLOGICAL ARCHITECTURE OF SURVIVAL MEMORY AND MUTUALISTIC ARMAMENT

CONTEXT AND RUPTURE: Established evolutionary and clinical frameworks predominantly categorize pathogenic encounters as stochastic mechanisms of cellular degradation, simultaneously classifying animal instinct as a passive, naturally selected genetic trait. This manuscript execut...

Pre-exposure to UV-B irradiation induces antioxidant enzymes and mitigates Fusarium acutatum stress in shallot ( Allium cepa L.)

Shallot (Allium cepa var. aggregatum) productivity is often limited by fungal diseases, particularly twisted disease caused by Fusarium acutatum. This study evaluated the effects of UV-B pre-exposure (150 min) on enhancing plant resistance under greenhouse conditions using four t...