Research works

Geometric Versor Memory and Geometric Attention: A Clifford-Algebra Substrate for One-Shot Binding, Editing, and Order Encoding

Modern attention binds queries and keys by a symmetric dot product: it is blind to order, and the knowledge it stores is expensive to edit. We study an associative-memory and attention model that replaces this inner product with the geometric (Clifford) product of unit versors. B...

Maximum-Entropy Spacings and Hierarchical Dilution of Prime Constellations

We report a high-precision phenomenological study of the spacing statistics of prime constellations (twin primes, prime triplets, quadruplets, and higher admissible tuples) up to 1.1×108 , with a replication window at 1010. Five structures emerge. (i) A provable residue class loc...

Sumerian Base-60 System Naturally Encodes the Golden Angle with Trigonometric Precision — E8 Intelligence Research

FINDING: Sumerian base-60 (sexagesimal) system encodes a natural geometric derivation of the golden angle (137.5°) through circle division and modular arithmetic, with trigonometric precision exceeding modern methods as evidenced by Plimpton 322. MATH: - Base-60 system: 360° circ...

Icosahedral Symmetry in Quasicrystals: Forbidden in Crystals, Emergent via Higher-Dimensional Projections — E8 Intelligence Research

FINDING: Icosahedral 5-fold symmetry is forbidden in periodic crystals but emerges in quasicrystals via irrational projections from higher-dimensional lattices, linking to icosahedral group representations and viral capsid geometry. | MATH: Icosahedral group (order 60, simple gro...

Non-Thermal Filaments of the Galactic Center as Energy-Concentrating Channels from Neighboring Galactic Nuclei

Rotational Induction, Prolate Morphology, and Delayed Spin-Down in Hypervelocity Pulsars.

Highly Repeatable Fibrous Crack‐Based Strain Sensor for Multichannel Continuous Tremor Monitoring in Parkinson's Disease and Essential Tremor

ABSTRACT Objective measurement of tremors is important for assessing the severity and preventing misdiagnosis of Parkinson's disease (PD). To address this demand, this study presents a multichannel, wireless, patch‐type tremor monitoring system that integrates a high‐repeatable f...

Superficial Peritoneal Endometriosis Beyond Surgical Diagnosis: A Narrative Review of Emerging Functional and Molecular Perspectives

Background and Objectives: Superficial peritoneal endometriosis (SPE) remains one of the most difficult endometriosis phenotypes to diagnose non-invasively, because lesions are frequently small, multifocal, and poorly detectable using conventional imaging. Diagnostic laparoscopy...

Low-energy Passive Thermal Conditioning for Social Housing

This study evaluates the performance of a hybrid system as a low-energy alternative for passive thermal conditioning, integrating a paraffin-based phase change material (PCM) and a silica aerogel thermal insulation into a metal ceiling panel, for application in social housing in...

Interpretable machine learning for groundwater-level prediction incorporating pumping-well power consumption

Groundwater-level forecasting is essential for adaptive groundwater management in regions where pumping pressure and climatic variability interact, yet direct abstraction records are often unavailable. This study developed an interpretable extreme gradient boosting (XGB) framewor...

Supplementation of hydrogen-rich water to goats modifies the ACE inhibitory activity and bioactive peptide profile detected by LC–MS–MS of colostrum and mature milk

This study aimed to evaluate the effect of hydrogen-rich water (HRW) supplementation to goats on the ACE inhibitory activity and bioactive peptide of colostrum and mature milk and the potential use of HRW goat milk protein hydrolysates as an effective source of angiotensin-conver...

Source identification and health risk assessment of potentially toxic elements in groundwater

This study presents an integrated assessment of potentially toxic elements (PTEs), pollution status, ecological risk, human health risk, spatial distribution, and source apportionment in groundwater from the Birjand aquifer, eastern Iran. Twenty-eight groundwater samples were col...

A synergistic RSM–MEREC–MCRAT–RAPS approach for multi-response optimisation of CNC turning of hardened tool steel

Heat-treated hardened tool steels are significantly utilised in die and mould manufacturing, automotive, aerospace, and precision engineering industries due to their excellent hardness, wear resistance, and dimensional stability. However, machining these materials remains a signi...

The Perceived Value of Risk Reduction Programs in High-Risk Areas in Malaysia

This paper aims to evaluate the perceived value of the drug prevention activities in Malaysia's high-risk areas. The drug prevention activities involved are counseling, outreach, workshop, and program. A quantitative method is employed in this study to investigate the participant...

Homology aware benchmarking of deep learning models for CAZy enzyme family classification

The CAZy database organizes carbohydrate-active enzymes into more than 800 families with distinct biochemical roles, making automatic family assignment from sequence a high-value task in metagenomics and enzyme engineering. Although recent deep learning studies have reported stro...

Could We Be Living Inside a Black Hole? Evidence Supporting the Black Hole Universe Theory

The Black Hole Universe Theory explores the possibility that our observable universe exists inside an unimaginably large black hole. In this paper, Luke Aberdein and Jake Strydom, Grade 10 students at WBHS, examine existing ideas in astrophysics and present what they believe may...

Novel investigation on pine oil-diesel blends enriched with hydrogen and alumina nanoparticles used for diesel engines

This study investigates the performance, combustion, and emission characteristics of a diesel engine operating on a novel dual-fuel combination consisting of pine oil–diesel blends enriched with hydrogen and alumina (Al2O3) nanoparticles. A baseline blend of 80% pine oil and 20%...

Immediate effects of thoracic extension exercise on the mechanical response of the pectoralis minor assessed using shear wave elastography

Thoracic posture is considered a proximal factor influencing scapular alignment and shoulder mechanics. The pectoralis minor (PM), which anatomically links the thorax and scapula via the ribs and coracoid process, may play a role in this relationship. However, it remains unclear...

In vitro antiamoebic activity of novel metronidazole derivatives and silver nanoparticle formulations against clinical isolates of Entamoeba histolytica

Amoebiasis from Entamoeba histolytica continues to be a significant global health problem, and treatment with metronidazole is limited due to adverse effects and loss of efficacy. The objectives of this study were to design, synthesise and evaluate novel metronidazole derivatives...

Bone-preserving ankle arthrodesis after infected pilon fracture nonunion: lessons from tapered distal docking and fibular-supported reconstruction

Infected nonunion after severe pilon fracture remains a major challenge in limb reconstruction, particularly when chronic infection and repeated debridement result in severe metaphyseal bone loss and compromised distal tibial morphology. In such cases, conventional resection to c...

A qualitative study on how and why families engage with diverse antenatal care systems in rural eastern Zimbabwe

Antenatal care (ANC) pluralism—meaning, pregnancy-related care and support drawing on local indigenous and biomedical forms of care—is essential to reducing pregnancy-related morbidity and mortality in culturally appropriate ways in sub-Saharan Africa. Yet, many current intervent...