Research works

OnabotulinumtoxinA Improves Sleep Quality in Patients with Chronic Migraine: A Prospective Real-World Study

Sleep disturbances are highly prevalent in patients with chronic migraine (CM) and are increasingly recognized as major contributors to disease burden and headache chronification. Growing evidence suggests that dysregulation of calcitonin gene-related peptide (CGRP) signaling and...

Anxiety, depression, and post-traumatic stress disorder prevalence and comorbidity in humanitarian aid workers exposed to intentional human-made catastrophes: a quantitative research

Research on humanitarian aid workers (HAWs) deployed to intentional human-made catastrophe contexts—such as armed conflicts—is scarce and seldom grounded in systematic theoretical frameworks, leaving psychopathological comorbidity largely unexamined. Guided by the p Factor and Hi...

Pattern Agency on Active Media (ver. 5.0)

This article follows from one sentence about the world: that the substrate is a diffusion whose fluctuations are nowhere degenerate. That single assumption turns out to carry a surprising amount. The geometry of the state space is not imposed on it but is the covariance of its ow...

A Graph Convolutional Network with Attention Mechanism for Bus Arrival Time Prediction

Accurate prediction of bus arrival time is critical to improving transit service reliability and scheduling efficiency. The estimated time of arrival (ETA) is jointly determined by two processes, namely inter-station travel and station dwell, which are dominated by different traf...

Re-thinking bodies in cross-border physical education teacher education policies: a posthuman perspective

While posthumanist studies have increased in Physical Education Teacher Education (PETE), traditional analytical approaches are still often employed for the analysis of policy documents, which limits the ways that we can understand policy work. The aim of this paper is to explore...

Transformational leadership for environmental sustainability (TLES)

Purpose This study aims to adapt and expand the scale developed by Robertson (2018) to assess perceptions of Transformational Leadership for Environmental Sustainability (TLES). Design/methodology/approach To achieve this, 21 items were constructed using a five-point Likert scale...

The effects of executive compensation disclosure in countries with weak legal protection

Purpose This research examines the impact of mandatory executive compensation disclosure on firm risk and liquidity in countries characterized by weak legal protection. Design/methodology/approach Adopting a quasi-experimental approach, the study uses the difference-in-difference...

Hybrid Protection Against Ergot (Claviceps purpurea (Fr.) Tul.) in Winter Rye (Secale cereale L.): Cultivar Susceptibility Under Artificial Inoculation and In Vitro Screening of Chemical, Biological and Botanical Agents

Ergot, caused by Claviceps purpurea (Fr.) Tul., is a re-emerging disease that is particularly severe under wet weather during cereal flowering. It reduces grain quality and contaminates food and feed with toxic ergot alkaloids. Because no single measure reliably controls it, this...

AI and Machine Learning in Automated Penetration Testing: A Literature Review

Automated penetration testing using artificial intelligence and machine learning has emerged as a promising alternative to traditional, expertise-dependent manual testing. This paper presents a literature review examining AI/ML-driven approaches to automated penetration testing a...

Crystallization Manipulation Through Buried Pyridinium‐Induced Tunable Interactions in Perovskite Solar Cells

ABSTRACT The interaction between the hybrid component of self‐assembled monolayers (SAMs) and the perovskite precursor could delay the crystallization process, resulting in high‐quality perovskite film and highly efficient perovskite solar cells (PSCs). However, the intensity of...

Retrieval-Augmented Generation for FDA Drug Label Search

MedSearch AI is a retrieval-augmented generation (RAG) system designed to make FDA drug label information searchable through natural-language questions. The system processes 1,468 unique drug documents extracted from FDA Structured Product Labeling (SPL) XML files and compares fo...

LAB #1809 NEUTRAL: VIDEO SCOUT: My FAVORITE Way to Trade First Green Day Stocks — E8 Intelligence Research

IDEA: AUTO VIDEO SCOUT — evaluate this trading strategy video for the swarm: VIDEO: "My FAVORITE Way to Trade First Green Day Stocks" by Timothy Sykes — https://www.youtube.com/watch?v=xzTc91MzT9s (duration 489s, 31070 views; found via search 'Tim Sykes OTC first green day patter...

Long-term patient-reported outcomes and quality of life after tibiofemoral knee dislocations in patients with open growth plates: a retrospective case series from a Level 1 trauma center

Abstract Background Tibiofemoral dislocations in children and adolescents are rare, and treatment guidelines are primarily based on adult data and algorithms. This case series of four pediatric and adolescent patients aims to add to the limited literature and highlights key aspec...

Practical Comparison of a Newly Developed Software-Based Visual Acuity Test and Photoscreening in Japanese Preschool Children

Background: Early detection of vision problems in young children is crucial, as they may lead to lifelong disabilities such as amblyopia and strabismus. However, conducting visual acuity (VA) evaluations in this age group is challenging. We developed novel VA testing software tai...

Identification of Factors That Determine Adherence for Total Neoadjuvant Therapy in Locally Advanced Rectal Cancer

Background: Locally advanced rectal cancer (LARC) treatment has shifted from the utilization of neoadjuvant chemoradiation (NACRT), followed by total mesorectal excision (TME) and adjuvant chemotherapy (AC) to the implementation of total neoadjuvant therapy (TNT). This transition...

A Comparative Study of Machine-Learning Methods for Early Classification from Sparse Astronomical Light Curves

The booming data volume of modern time-domain surveys demands fast, robust early classification of sparsely sampled light curves, as newly discovered transients typically have only a handful of observations. We compare classifiers for extremely sparse light curves (3–30 observati...

E8 Phi-Resonance Spectral Gap as Geometric Oracle Separation for NP — E8 Intelligence Research

The phi-tuned E8 hyperbolic lattice, when driven at 132Hz, produces fractal topological edge modes whose spectral gap scales as the golden ratio conjugate φ⁻¹ ≈ 0.618 across nesting depths. This spectral gap corresponds precisely to the obstruction gap between orbit closures in G...

Cross-Market Validation of AI-Augmented Commercial Leadership: A Comparative Research Framework for Institutional Context, Field-Force Adaptation, and Transferability Across Pharmaceutical Markets

Artificial intelligence models for commercial leadership are often developed in one organizational or national setting and then treated as transferable. This conceptual and methodological preprint develops a cross-market validation framework for AI-augmented pharmaceutical commer...

Dynamic pressure control and GA-based PID optimization study of fuel supply system for methanol-fueled ships

The search for clean alternative fuels to replace conventional high-emission marine fuels is a pressing issue in the context of carbon neutrality. Methanol, owing to its ability to be stored at ambient temperatures, is considered one of the promising substitutes for traditional f...

Geometric Standard Model: Part IV. Dimensional Saturation, Isometric Rigidity, and Quark Confinement

Extending the topological heuristics of the 3+1+2 multitemporal metric, this paper explores the geometric limits of dimensional saturation, quark confinement, and the nature of the dark sector. By applying the principle of Local Time Freezing—whereby topological solitons act as a...