Jianhua Zhang
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View article: Node2Vec-DGI-EL: A Hierarchical Graph Representation Learning Model for Ingredient-Disease Association Prediction
Node2Vec-DGI-EL: A Hierarchical Graph Representation Learning Model for Ingredient-Disease Association Prediction Open
Motivation Traditional Chinese medicine, as an essential component of traditional medicine, contains active ingredients that serve as a crucial source for modern drug development. To explore the potential application value of traditional C…
View article: Predefined-time sliding mode control for position and attitude of quadrotor with variable exponent coefficients
Predefined-time sliding mode control for position and attitude of quadrotor with variable exponent coefficients Open
This paper presents a comprehensive study on predefined-time sliding mode control applied to quadrotor systems with variable exponent coefficients. The main goal is to achieve efficient control with predefined-time convergence to the desir…
View article: Quasi-Commercial Pouch Sodium-Ion Battery Capacitors Achieve Extended High-Power Cyclability Through Na3V2(PO4)3/Activated Carbon Hybrid Cathode Design with Presodiation-Free Anodes
Quasi-Commercial Pouch Sodium-Ion Battery Capacitors Achieve Extended High-Power Cyclability Through Na3V2(PO4)3/Activated Carbon Hybrid Cathode Design with Presodiation-Free Anodes Open
Sodium–ion battery capacitors (SIBatCs) synergistically combine battery–type and capacitor–type components in an inter–parallel configuration, simultaneously delivering high energy and power densities. We pioneer the development of quasi–c…
View article: Multi-source Data Fusion for Real-time Cybersecurity Situational Awareness and Visualization
Multi-source Data Fusion for Real-time Cybersecurity Situational Awareness and Visualization Open
Building situational awareness systems that can collect and evaluate data from several sources in real time is crucial as cyber threats become more complex. Sensor fusion, probabilistic reasoning, graph theory, and information theory are a…
View article: Reoxidation of IF Steel Caused by Cr2O3-Based Stuffing Sand and Its Optimization
Reoxidation of IF Steel Caused by Cr2O3-Based Stuffing Sand and Its Optimization Open
Stuffing sand, as a critical auxiliary material, plays an important role in ladle teeming during the continuous casting process and is closely related to steel cleanliness. Based on thermodynamic calculations, a melting test in a vacuum in…
View article: Predefined-Time Sliding Mode Control for Position and Attitude of Quadrotor with Variable Exponent Coefficients
Predefined-Time Sliding Mode Control for Position and Attitude of Quadrotor with Variable Exponent Coefficients Open
This paper presents a comprehensive study on predefined-time sliding mode control applied to quadrotor systems with variable exponent coefficients. The main goal is to achieve efficient control with predefined-time convergence to the desir…
View article: Few-shot crop disease recognition using sequence- weighted ensemble model-agnostic meta-learning
Few-shot crop disease recognition using sequence- weighted ensemble model-agnostic meta-learning Open
Diseases pose significant threats to crop production, leading to substantial yield reductions and jeopardizing global food security. Timely and accurate detection of crop diseases is essential for ensuring sustainable agricultural developm…
View article: Semantic Segmentation of Rice Fields in Sub-Meter Satellite Imagery Using an HRNet-CA-Enhanced DeepLabV3+ Framework
Semantic Segmentation of Rice Fields in Sub-Meter Satellite Imagery Using an HRNet-CA-Enhanced DeepLabV3+ Framework Open
Accurate monitoring of rice-planting areas underpins food security and evidence-based farm management. Recent work has advanced along three complementary lines—multi-source data fusion (to mitigate cloud and spectral confusion), temporal f…
View article: Co-Aggregation of Syndecan-3 with β-Amyloid Aggravates Neuroinflammation and Cognitive Impairment in 5×FAD Mice
Co-Aggregation of Syndecan-3 with β-Amyloid Aggravates Neuroinflammation and Cognitive Impairment in 5×FAD Mice Open
Abnormal deposition of β-amyloid (Aβ) is a core pathological feature of Alzheimer’s disease (AD). Syndecan-3 (SDC3), a type I transmembrane heparan sulfate proteoglycan (HSPG), is abnormally overexpressed in the brains of AD patients and m…
View article: ST-YOLO: a deep learning based intelligent identification model for salt tolerance of wild rice seedlings
ST-YOLO: a deep learning based intelligent identification model for salt tolerance of wild rice seedlings Open
Background In response to the limited models for salt tolerance detection in wild rice, the subtle leaf features, and the difficulty in capturing salt stress characteristics, resulting in low recognition and detection rates and accuracy, a…
View article: Adaptive output feedback control for a two-dimensional flexible riser system based on backstepping method
Adaptive output feedback control for a two-dimensional flexible riser system based on backstepping method Open
This paper addresses the vibration control problem of a two-dimensional flexible riser system with uncertain parameters and unmeasurable states. Adaptive output feedback controllers are proposed based on the backstepping method to suppress…
View article: Bi-TimeSSM: A Bidirectional Time-aware State-Space Model for Long-Term Time-Series Forecasting
Bi-TimeSSM: A Bidirectional Time-aware State-Space Model for Long-Term Time-Series Forecasting Open
Long-term time-series forecasting (LTSF) remains a challenging task due to the need to jointly capture complex temporal dependencies and intricate inter-variable interactions. Structured State Space Models (SSMs), such as Mamba and S4, hav…
View article: Spatial and multiomics analysis of human and mouse lung adenocarcinoma precursors reveals TIM-3 as a putative target for precancer interception
Spatial and multiomics analysis of human and mouse lung adenocarcinoma precursors reveals TIM-3 as a putative target for precancer interception Open
How tumor microenvironment shapes lung adenocarcinoma (LUAD) precancer evolution remains poorly understood. Spatial immune profiling of 114 human LUAD and LUAD precursors reveals a progressive increase of adaptive response and a relative d…
View article: Characterization of Muscle Fatigue Degree in Cyclical Movements Based on the High-Frequency Components of sEMG
Characterization of Muscle Fatigue Degree in Cyclical Movements Based on the High-Frequency Components of sEMG Open
Prolonged and high-intensity human–robot interaction can cause muscle fatigue. This fatigue leads to changes in both the time domain and frequency domain of the surface electromyography (sEMG) signals, which are closely related to human bo…
View article: Transverse V-Y advancement composite tissue flap for repairing defects after longitudinal melanonychia excision—a retrospective cohort study
Transverse V-Y advancement composite tissue flap for repairing defects after longitudinal melanonychia excision—a retrospective cohort study Open
Longitudinal melanonychia (LM) is a common nail disorder that sometimes requires surgical excision to rule out malignancy. However, longitudinal complete removal of LM, as one type of method for some special patient, can leave a significan…
View article: Overview of AI and communication for 6G network: fundamentals, challenges, and future research opportunities
Overview of AI and communication for 6G network: fundamentals, challenges, and future research opportunities Open
With the growing demand for seamless connectivity and intelligent communication, the integration of artificial intelligence (AI) and sixth-generation (6G) communication networks has emerged as a transformative paradigm. By embedding AI cap…
View article: Sevoflurane Inhibits the Proliferation of Neural Precursor Cells and Neural Migration of Mice by Inducing Iron Metabolism Disorders
Sevoflurane Inhibits the Proliferation of Neural Precursor Cells and Neural Migration of Mice by Inducing Iron Metabolism Disorders Open
Background Sevoflurane (Sev) is a volatile anesthetic and inhibits the proliferation of neural precursor cells (NPCs) and neuronal migration in the embryonic brain, thereby affecting offspring's cortical development and cognitive function.…
View article: Liver-specific inactivation of Cideb improves metabolic profiles and ameliorates steatohepatitis and fibrosis in animal models for MASH
Liver-specific inactivation of Cideb improves metabolic profiles and ameliorates steatohepatitis and fibrosis in animal models for MASH Open
Germline mutations of CIDEB, a lipid droplets (LDs)-associated protein, confer protection against various liver diseases in humans. It remains to be determined whether liver-specific inhibition of CIDEB will bring clinical benefits. We aim…
View article: A Survey on IBR Penetrated Power System Stability Analysis Using Frequency Scanning
A Survey on IBR Penetrated Power System Stability Analysis Using Frequency Scanning Open
The rapid rise in inverter-based renewable resources has heightened concerns over subsynchronous resonance and oscillations, thereby challenging grid stability. This paper reviews approaches to identify and mitigate these issues, focusing …
View article: Application of Robust Optimization Algorithms to Wind Power Systems
Application of Robust Optimization Algorithms to Wind Power Systems Open
In the current context of global energy structure transformation and climate change response, the development and utilisation of wind power, as a kind of clean and renewable energy, has received extensive attention. However, the intermitte…
View article: Overview of AI and Communication for 6G Network: Fundamentals, Challenges, and Future Research Opportunities
Overview of AI and Communication for 6G Network: Fundamentals, Challenges, and Future Research Opportunities Open
With the growing demand for seamless connectivity and intelligent communication, the integration of artificial intelligence (AI) and sixth-generation (6G) communication networks has emerged as a transformative paradigm. By embedding AI cap…
View article: Coupled dynamics analysis of floating wind turbine mooring system under extreme operating gust
Coupled dynamics analysis of floating wind turbine mooring system under extreme operating gust Open
Extreme operational gust (EOG), defined by sudden increases in wind speed, is one of the most hazardous situations for wind turbines and the mooring system. A coupled aero-hydro-servo-elastic simulation model is developed using a dynamic l…