Jiangxi University of Technology

Personalized open-set intrusion detection with dynamic class discovery for heterogeneous Internet of Things

In Internet of Things(IoT) environments, most intrusion detection systems are trained under a static closed-set assumption, where attack categories are predefined, and the model is deployed without mechanisms for continuous adaptation. However, severe device heterogeneity and rap...

Clinical and Functional Analysis of a HABP4 Missense Variant in Chinese Han Women With Endometriosis

Background: Endometriosis (EM) is a complex gynecological disease whose underlying molecular mechanisms remain poorly understood. The discovery of cancer driver mutations in endometriotic lesions indicates that EM may share common molecular pathways with malignant tumors. Our pre...

A novel rare missense variant in PLCD1 is associated with recurrent spontaneous abortion and inhibits cell migration and invasion

Recurrent spontaneous abortion (RSA) is a common clinical complication during pregnancy and seriously affects the physical and mental health of women reproductive age. Its etiology and pathogenesis have not yet been fully clarified. In this study, we examined whether genetic vari...

Orchestrating and deploying knowledge for supply chain resilience: the roles of AI-enabled augmentation, immersive integration and knowledge reconfiguration advantage

Purpose In increasingly data-intensive and disruption-prone supply chains, firms must move beyond traditional knowledge practices by leveraging AI-enabled augmentation and immersive integration capabilities to enhance the depth, quality, and alignment of knowledge. However, the e...

Phys-AbGAT: A Physics-Informed Multi-Task Graph Attention Network for Robust Antibody-Antigen Binding Affinity Prediction

Abstract Motivation Accurate prediction of antibody-antigen binding affinity is essential for therapeutic antibody design. Existing methods often model the dissociation constant (KD) and Gibbs free energy (ΔG) independently, overlooking their thermodynamic relationship and comple...

Water-Triggered Structural Transformation of a Hybrid Manganese Bromide for Visual Trace-Water Detection

Abstract Accurate detection of trace water is essential for ensuring the quality control of moisture-sensitive solvents, chemical processes, and advanced materials. Herein we present a water-triggered structural transformation in hybrid manganese bromide of MnBr2(C3H7NO) for visu...

SFD-KD: Structured Feature Decoupling Knowledge Distillation for Fracture Detection

Accurate fracture detection in medical imaging is pivotal for intelligent orthopedic diagnostic systems, yet deploying high-capacity detection models on resource-constrained platforms remains a critical cyber-physical challenge. Conventional feature distillation based on Mean Squ...

ECL adoption without capital erosion: anticipatory preparation and regulatory architecture in Chinese banks

The adoption of expected credit loss (ECL) accounting under IFRS 9 eroded regulatory capital buffers in European banking systems, yet Chinese banks subject to the equivalent Chinese Accounting Standard 22 (CAS 22) did not exhibit this pattern. We propose and test the preparation...

Flavonoid Biosynthesis Mediated by GmF3Hs Contributes to Drought Tolerance in Soybean

Flavonoids are central to abiotic stress responses, yet the specific signaling roles and evolutionary dynamics of flavonoid biosynthetic intermediates in crop drought adaptation remain elusive. Here, we demonstrate that dihydrokaempferol (DHK) and dihydroquercetin (DHQ), specific...

Differential Game Analysis of Cross-Border E-Commerce Supply Chains Under Dual Trade Barriers

This study examines a two-echelon cross-border e-commerce (CBEC) supply chain under the joint constraints of technical barriers to trade (TBTs) and tariffs. To capture the cumulative nature of foreign-market access, the degree of trade barrier breakthrough is modeled as a continu...

SGO-DN-AF model for evaluating industry–academia collaboration in talent development

Abstract Background Effective industry-academia collaboration (IAC) is critical for developing industry-ready talent in the age of digital transformation. Traditional assessment approaches for IAC frequently rely on linear or subjective analysis, which fails to reflect the multid...

Convenient Determination of Trace Methylcyclosiloxanes in Water by Vortex‐Assisted Small‐Scale Liquid–Liquid Extraction and GC–MS Analysis

ABSTRACT Rationale Volatile methylcyclosiloxanes, particularly octamethylcyclotetrasiloxane (D4), decamethylcyclopentasiloxane (D5), and dodecamethylcyclohexasiloxane (D6), are commonly found in the environment and have gained significant attention as emerging contaminants. Howev...

A micro-CT-based “orientation–clustering–stiffness–damage” coupling framework for carbon-fiber/epoxy: From single-fiber scale to component-level failure prediction

A four-order “orientation-clustering-stiffness-damage” coupling framework is proposed for 28–30 vol% carbon-fiber/epoxy short-fiber composites (7 μm nominal fiber diameter, 3–5 mm chopped length), enabling accurate cross-scale failure prediction spanning from 60 μm single-fiber i...

Fabrication of Dense Crosslinked Network in Polybenzoxazine Aerogels via Melamine for High Compressive Strength

ABSTRACT Polybenzoxazine (PBz) aerogels fabricated via a water–ethanol mixed green system are attractive for thermal insulation but are limited by inherent brittleness and the environmental burden of their conventional fabrication. To address this, we developed a high‐strength hy...