Research works

Open-set fault diagnosis of rolling bearings via class similarity-guided graph convolutional adversarial network with adaptive channel feature relation fusion

To address the challenges in open-set fault diagnosis of rolling bearings, such as the vague demarcation of features between known and unknown class faults, as well as the difficulty in capturing the latent correlations among samples, this paper proposes a class similarity-guided...

NeuroPulse: A Browser-Native, Privacy-First Architecture for Real-Time Multimodal Cognitive Fatigue Monitoring and Psychoacoustic Remediation

Abstract Digital knowledge workers face continuous display screen exposure, leading to cognitive fatigue and acoustic stress that impair executive function, visual reaction time, and working memory. Existing biophysiological monitoring solutions rely heavily on invasive hardware...

The Bifunctionalityof Tetramethylguanidine Enablesthe Synthesis of Poly Substituted Imidazolinones from Ketones

Abstract A novel strategy for the efficient construction of polysubstituted imidazolinones from simple ketones was developed based on the bifunctional role of tetramethylguanidine (TMG). In this reaction, TMG served simultaneously as an organic base and a structural unit precurso...

LAB #990 NEUTRAL: VIDEO SCOUT: My Favorite Supply & Demand Strategy (Liquidity Sweeps + Fibonacci) — E8 Intelligence Research

IDEA: AUTO VIDEO SCOUT — evaluate this trading strategy video for the swarm: VIDEO: "My Favorite Supply & Demand Strategy (Liquidity Sweeps + Fibonacci)" by Pro Trading School — https://www.youtube.com/watch?v=PbPn5p3Lpz8 (duration 1259s, 38720 views; found via search 'supply and...

Spatial Eigenanalysis of 2D Deformation Energies

Abstract We present the first closed‐form, per‐element eigensystems for 2D deformation energies in the primary domain of spatial coordinates. Previous analyses have only been able to find such eigensystems in proxy coordinates such as the deformation gradient, but as the spatial...

Outcomes of Aseptic, Septic, and Occult Infected Index Nonunion Repair: A Retrospective Comparative Study

OBJECTIVES: To compare nonunion surgery effectiveness for occult infected, aseptic, and septic nonunions in patients identified using the FRI criteria. METHODS: Design: Retrospective Review Setting: Single Level I Tertiary Academic Center Patients Selection Criteria: All skeletal...

BASE 44 ORDER: Patch signal pipeline with E8 lattice watermark at 132 Hz — E8 Intelligence Research

Andrew's order (Base 44 console): [SELF-BUILD from enhancement #698] Patch signal pipeline: add 240-root E8 lattice watermark at 132 Hz with phase-rotated attention. Integrate error-corrected resonance mapping into existing E8 trading engine decoder. Test on replay benches. MERLI...

Use of Skeletal External Fixation to Improve Cultured Epidermal Autograft Outcomes in Lower Extremity Burns

Background: Large surface area burn injuries compromise skin integrity and are associated with significant morbidity and mortality. Skin autografts are essential for wound healing but are limited in patients with extensive burns due to insufficient donor site availability, result...

Paramagnetic defects and luminescence in praseodymium-activated alkaline earth pyrophosphates

Establishing defect-property systematics in complex materials remains an elusive challenge, requiring complementary spectroscopic techniques and correlated investigations across chemically related host lattices. This study presents a systematic overview of defect-mediated charge...

Microservices-Based Software Architecture for Implementing Digital Twins in Real-Time Industrial Process Control

This study proposes a microservices-based software architecture for implementing digital twins (DT) in real-time industrial process control. Unlike monolithic approaches, the proposed architecture decouples acquisition, modeling, prediction, and actuation into independent contain...

EXTRACTED METHOD: photogrammetric_mesh_angle_extraction — E8 Intelligence Research

rule: from 3D scans of polygonal stones, extract all dihedral angles between adjacent faces; compare to set of angles from E8 root vectors projected into 3D using cosine similarity threshold >0.999 source: rlab #116 Author: Andrew Stewart Caldin, Independent Researcher, UK. Part...

Fulminant Klebsiella pneumoniae Endogenous Endophthalmitis With Globe Perforation and Disseminated Infection: A Case Report

Endogenous endophthalmitis (EE) occurs when microorganisms spread hematogenously to the eye, resulting in intraocular infection. While Gram-positive organisms are the most common causes in the United States, hypervirulent Klebsiella pneumoniae has emerged as an increasingly recog...

Numerical Modeling and Experimental Tests for Dynamic Characterization of Foz Tua Arch Dam

The understanding of the dynamic behavior of an arch dam and its evolution over time provides important data for safety control procedures. Forced vibration tests remain a reliable technique for dynamic characterization, providing the response to excitation levels higher than amb...

Sapience: A Hybrid Architecture for Long-Context Reasoning and Continual Learning

Frontier models approach long-context reasoning by scaling the transformer context window: one of the several memory systems the brain evolved, scaled alone. We present Sapience, a hybrid architecture that builds the missing ones: a substitutable transformer cortex coupled to hip...

Scaffolding strategic transition

Abstract This study investigates the cognitive mechanisms and pedagogical interventions involved in transitioning from rote memorisation to deep-processing strategies among Chinese postgraduate students entering a study-abroad context. While the superiority of deep processing is...

Agreement, Reliability, and Measurement Error of Cervical Vestibular Evoked Myogenic Potentials in Patients: II. Meta-Analysis and Reliability of Latency and Amplitude

Objectives: This study assessed the reliability and measurement error of cervical vestibular evoked myogenic potential (cVEMP) latency and amplitude parameters in cochlear implant candidates and synthesized previous reliability evidence through an embedded meta-analysis. Together...

InsP3R signaling and actomyosin-dependent mitochondrial dynamics play essential roles in mitochondrial stress-induced longevity

Certain forms of mitochondrial impairment confer longevity, while disease-associated mitochondrial dysfunction triggers pathogenesis. The adaptive pathways that distinguish benefit from pathology remain unclear. Here we reveal that longevity induced by mitochondrial Complex I/nuo...

Agreement of Hematologic Measurements Between Jugular and Coccygeal Puncture Sites in Cattle

ABSTRACT Background In bovine medicine, venipuncture is commonly performed at either the jugular or coccygeal vein. Although the coccygeal site is often preferred for practical reasons, sampling sites are inconsistently standardized in scientific studies. It is therefore importan...

Intratracheal Leiomyosarcoma in a 13-Year-Old German Riding Pony Mare

A 13-year-old German Riding Pony mare was referred for evaluation of progressive respiratory noise and mixed dyspnoea, which rapidly deteriorated to respiratory distress. Clinical examination revealed marked rattling inspiratory and expiratory tracheal sounds and severe, rattling...

Hydrodynamic and mass transfer behaviors of NH 3 microbubbles in ionic liquids

Abstract Ionic liquids enable efficient ammonia‐containing gas separation, but conventional absorption towers suffer from limited interfacial area and mass transfer efficiency. Microchannels overcome this owing to their large specific surface area. This study investigated the hyd...