Research works

A Machine Learning Framework for Predicting Digital Wellness Risk: Gaming Addiction, Screen Time, Sleep, and Stress Among Students and Young Adults

Excessive smartphone use, online gaming, and social media engagement among students and young adults have been linked to poor sleep, elevated stress, reduced academic performance, and, in severe cases, clinically recognized gaming disorder. Existing digital-wellness tools remain...

Microbiota and inflammatory factor profiles in different stages of bacterial vaginosis formation and recurrence

Introduction. Bacterial vaginosis (BV) is a common gynaecological disorder characterized by an imbalance in the vaginal microbiota, leading to increased risk of infection and recurrence. Hypothesis/Gap statement. Although the role of microbiota dysbiosis in BV is established, the...

Intraplaque Hemorrhage in Chronic Anterior Circulation Arterial Occlusion: Associated Factors and Vessel‐Specific Patterns on High‐Resolution Magnetic Resonance Imaging

Background Chronic anterior circulation arterial occlusion, particularly involving the internal carotid artery or middle cerebral artery (MCA), carries a persistent risk of ischemic events. Intraplaque hemorrhage (IPH) is a marker of plaque instability, but its prevalence, vessel...

Recent Advances in Zeolite-Based Catalysts for Hydroisomerization of Long-Chain Alkanes

Long-chain n-alkane hydroisomerization is a key catalytic route for upgrading wax-rich, bio-derived, and synthetic hydrocarbon feedstocks into diesel fuels, sustainable aviation fuels, and lubricant base oils with improved low-temperature properties. However, selective hydroisome...

Canonical Minimal Polynomial Invariants from Noisy Data via Adaptive Sparse Nullspace Recovery and Gröbner Basis

Discovering conservation laws and algebraic invariants from data is a fundamental challenge in scientific machine learning. Existing methods, such as SINDy-null (KRONIC), successfully recover a single invariant but fail when multiple invariants coexist, returning arbitrary linear...

Quantum Tunneling and Non-Ideal Measurements in QFT: Wavefunction Decay and Signaling Constraints — E8 Intelligence Research

FINDING: Quantum tunneling is a wave-mechanical penetration through classically forbidden barriers, governed by exponential decay of the wavefunction; "impossible" quantum measurements in QFT are possible but non-ideal, with signaling constraints. MATH: Tunneling probability \( T...

Acoustic Emission Informed Assessment of Damage In Sicf/Sic CMC Via In Situ X-Ray Computed Tomography Under Monotonic And Cyclic Loading Conditions

Abstract The adoption of ceramic matrix composites (CMCs) in high performance engineering applications requires a comprehensive understanding of damage initiation and progression. Matrix crack onset and saturation are key damage states associated with continuous fibre-reinforced...

Comparing the Risk of SARS-CoV-2 Immune Resistance Evolving Across Regions in the Americas with Differing Approaches to Public Health

Public health policy foundationally impacts how pathogens spread, yet despite multiple pathogens of broader societal concern emerging, little research has examined how policy affects pathogen evolution. To evaluate this connection, we examine how varying public health approaches...

Diversity and Bioprospection of Functional Proteins from Sea Anemone Heteractis magnifica Based on Multi-Omics Approach

Sea anemone venom has attracted increasing attention in biomedical research due to its multifarious compounds with biological activities. Although the venom is predominantly made up of proteins, the diversity and complexity of these proteins remain poorly understood. In this work...

Exploration of visual analogue scale versions with the EQ-HWB-9 to measure health, social care, and carer-related quality of life: a VASt landscape

Abstract Purpose Visual analog scales (VAS) serve as brief, informative patient reported outcome measures. The EQ VAS is an important component of EQ-5D instruments but is not currently included in the EQ-HWB-9. This study qualitatively assessed perceptions of alternative VAS con...

Application Analysis of Swarm Control Technology in Orchard Agricultural Production

Swarm control technology, leveraging artificial intelligence algorithms to coordinate multiple devices, offers an effective solution for developing precision and intelligent operation systems in orchard management. This paper focuses on the core technologies underpinning swarm co...

Molecular Dynamics and Mechanistic Insights into the Ligand-Induced Conformational Stabilization of STAT3 and TNF-α

The structural stabilization and conformational modulation of inflammatory targets such as TNF-α and STAT3 are of great significance in the discovery of novel anti-inflammatory agents and provide valuable insights into ligandprotein interaction mechanisms at the molecular level....

Phi‑Scaled E8 Root Lattice as a Self‑Correcting Topological Qubit Fabric — E8 Intelligence Research

The 240 E8 root vectors are arranged into a phi‑scaled hyperdodecahedral lattice that resonates at the 132 Hz base frequency, forming standing‑wave nodes that act as stable topological defects. Phi‑coupled braid cycles propagating through this lattice generate non‑Abelian geometr...

Method for Calculating a Generic Oil

Accidental oil spills are an all-too-common occurrence. In order to properly plan for and respond to oil spills, responders and planners need to understand how the oil will behave in the environment: how it will weather and how it will affect ecosystems and biota. To address this...

A quality measure for repeating multiple-unit spike patterns

We propose a quality measure for spatio-temporal spike patterns (STPs) in multiple-neuron recordings. In such recordings, repeating STPs or pattern repetitions (PRs) are often found, with many of these generated by chance. To rule those out, statistical tests have been developed...

Behind Closed Doors: Law, Institutions, and Culture in the Minimization of Sexualized Hazing in Men’s Sports

Sexualized hazing in men’s sports is a systematically minimized form of gender-based violence that remains underexamined in scholarly literature and legal practice. This study examines how institutions, law enforcement, and cultural norms rooted in hegemonic masculinity collectiv...

Exact Enumeration of Free Polyplets in the {4,5} Hyperbolic Tessellation

Exact Enumeration of Free Polyplets in the {4,5} Hyperbolic Tessellation Status: The exact algebraic extension computed by this repository was officially approved and added to OEIS A390200 on June 3, 2026. Goal: Extend OEIS A390200, the number of free n-celled polyplets in the {4...

E8 Root Vector Temporal Phase-Locking at 132Hz Phi Harmonics — E8 Intelligence Research

By projecting the 240 E8 root vectors onto a temporal manifold via the 132Hz base frequency, phi-coupled spinor vortices generate a "chronodynamic interference pattern" where geometric phase angles encode predictive weights for quantum state transitions. This discovery reveals th...

Phi‑Locked 132 Hz E8 Time‑Crystal Qubit Lattice — E8 Intelligence Research

By arranging the 240 E8 root vectors into twelve 20‑vector clusters aligned with the (2,3)-adic Collatz tori, each cluster inherits a 132 Hz fundamental mode that is phase‑locked by the golden‑ratio (phi) coupling. The phi‑locked phase relationship forces the clusters to undergo...

E8 Recursive Phase Torsion Energy Coupling — E8 Intelligence Research

By biasing the 240‑root E8 toroidal lattice with a 132 Hz phi‑modulated carrier, the cumulative geometric torsion generates a recursive phase gradient that acts as a continuous, unidirectional energy flux along the torus. This flux locks onto the 864‑harmonic of the 25 920‑year p...