Zijiang Yang
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View article: Empowering Digital Social Governance Research Based on Big Data and Human Computer Interaction
Empowering Digital Social Governance Research Based on Big Data and Human Computer Interaction Open
In response to the increasing scale of data and the complexity of data sources, considering different aspects such as data storage, functional expansion, performance improvement, and artificial intelligence applications, combined with the …
View article: Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation
Unleashing the Power of Visual Foundation Models for Generalizable Semantic Segmentation Open
Deep learning models often suffer from performance degradation in unseen domains, posing a risk for safety-critical applications such as autonomous driving. To tackle this problem, recent studies have leveraged pre-trained Visual Foundatio…
View article: Performance and Mechanism of a Novel Composite Ecological Ditch System for Nitrogen and Phosphorus Interception in Agricultural Drainage
Performance and Mechanism of a Novel Composite Ecological Ditch System for Nitrogen and Phosphorus Interception in Agricultural Drainage Open
The massive loss of nitrogen (N) and phosphorus (P) from farmland ditches contributes to non-point source pollution, posing a significant global environmental challenge. Effectively removing these nutrients remains difficult in intensive a…
View article: Efficacy and Safety of Guselkumab Subcutaneous Induction and Maintenance in Participants With Moderately to Severely Active Crohn’s Disease: Results From the Phase 3 GRAVITI Study
Efficacy and Safety of Guselkumab Subcutaneous Induction and Maintenance in Participants With Moderately to Severely Active Crohn’s Disease: Results From the Phase 3 GRAVITI Study Open
Subcutaneous guselkumab for both induction and maintenance was efficacious in treating participants with moderately to severely active Crohn's disease. Safety findings were consistent with those of guselkumab in approved indications, inclu…
View article: Piston-like design of surface acoustic wave resonators for suppression of longitudinal mode resonances
Piston-like design of surface acoustic wave resonators for suppression of longitudinal mode resonances Open
This paper discusses the applicability of the piston mode design to the suppression of longitudinal mode (LM) resonances in surface acoustic wave (SAW) resonators. It is shown that LMs below the main mode (MM) resonance can be suppressed w…
View article: An Evaluation of the Capability of Global Meteorological Datasets to Capture Drought Events in Xinjiang
An Evaluation of the Capability of Global Meteorological Datasets to Capture Drought Events in Xinjiang Open
With the accelerating pace of global warming, the imperative of selecting robust, long-term drought monitoring tools is becoming increasingly pronounced. In this study, we computed the Standardized Precipitation Evapotranspiration Index (S…
View article: Revolutionizing Time Series Data Preprocessing with a Novel Cycling Layer in Self-Attention Mechanisms
Revolutionizing Time Series Data Preprocessing with a Novel Cycling Layer in Self-Attention Mechanisms Open
This paper introduces an innovative method for enhancing time series data preprocessing by integrating a cycling layer into a self-attention mechanism. Traditional approaches often fail to capture the cyclical patterns inherent to time ser…
View article: An interpretable capacity prediction method for lithium-ion battery considering environmental interference
An interpretable capacity prediction method for lithium-ion battery considering environmental interference Open
Predicting the capacity of lithium-ion battery (LIB) plays a crucial role in ensuring the safe operation of LIBs and prolonging their lifespan. However, LIBs are easily affected by environmental interference, which may impact the precision…
View article: Incentivization in centrally managed systems: Inconsistencies resolution
Incentivization in centrally managed systems: Inconsistencies resolution Open
In centrally managed systems (CMSs), the need for incentivization systems at the local management level is crucial to optimize overall performance. Three alternative incentive systems have emerged within the centralized resource allocation…
View article: Assessment of User Preferences for In-Car Display Combinations during Non-Driving Tasks: An Experimental Study Using a Virtual Reality Head-Mounted Display Prototype
Assessment of User Preferences for In-Car Display Combinations during Non-Driving Tasks: An Experimental Study Using a Virtual Reality Head-Mounted Display Prototype Open
The goal of vehicular automation is to enhance driver comfort by reducing the necessity for active engagement in driving. This allows for the performance of non-driving-related tasks (NDRTs), with attention shifted away from the driving pr…
View article: PLS-based gene subset augmentation and tumor-specific gene identification
PLS-based gene subset augmentation and tumor-specific gene identification Open
In the study of tumor disease pathogenesis, the identification of genes specifically expressed in disease states is pivotal, yet challenges arise from high-dimensional datasets with limited samples. Conventional gene (feature) selection me…
View article: Evaluating Driver Preferences for In-Vehicle Displays during Distracted Driving Using Driving Simulators
Evaluating Driver Preferences for In-Vehicle Displays during Distracted Driving Using Driving Simulators Open
Research on the impact of distracted driving on in-vehicle displays was conducted through a user preference experiment based on simulated driving. The development of automotive automation and multi-screen in-vehicle displays has improved t…
View article: Use of periodic 2D pillar array for performance enhancement of AlN-based SMR BAW resonators
Use of periodic 2D pillar array for performance enhancement of AlN-based SMR BAW resonators Open
This paper discusses the applicability of a two-dimensional (2D) periodic pillar array as the first layer of an acoustic mirror for AlN-based solidly mounted resonators of bulk acoustic waves. It is based on the idea that the periodic pill…
View article: LitSim: A Conflict-aware Policy for Long-term Interactive Traffic Simulation
LitSim: A Conflict-aware Policy for Long-term Interactive Traffic Simulation Open
Simulation is pivotal in evaluating the performance of autonomous driving systems due to the advantages of high efficiency and low cost compared to on-road testing. Bridging the gap between simulation and the real world requires realistic …
View article: Suppression of spurious responses near anti-resonance of TC-SAW resonators by selective thinning of SiO<sub>2</sub>
Suppression of spurious responses near anti-resonance of TC-SAW resonators by selective thinning of SiO<sub>2</sub> Open
This paper discusses the generation mechanism and suppression of spurious resonances near the anti-resonance in temperature compensated surface acoustic wave devices using the SiO 2 /128°YX-LiNbO 3 structure. Detailed field analysis is per…
View article: Incidence and influencing factors of urinary incontinence in stroke patients: A meta‐analysis
Incidence and influencing factors of urinary incontinence in stroke patients: A meta‐analysis Open
Background The incidence of stroke in China ranks first in the world and is the leading cause of death and disability in adults. Urinary incontinence is an independent risk factor leading to poor prognosis of stroke. However, studies on th…
View article: Application of an overlay for spurious suppression of multi-layered surface acoustic wave resonators with double busbar configuration
Application of an overlay for spurious suppression of multi-layered surface acoustic wave resonators with double busbar configuration Open
This paper discusses the suppression of a spurious resonance called the gap mode which appears when the double busbar configuration is applied to multi-layered surface acoustic wave resonators. Two kinds of overlay structures are proposed …
View article: A Health Assessment Method for Lithium-Ion Batteries Based on Evidence Reasoning Rules with Dynamic Reference Values
A Health Assessment Method for Lithium-Ion Batteries Based on Evidence Reasoning Rules with Dynamic Reference Values Open
The health assessment of lithium-ion batteries holds great research significance in various areas such as battery management systems, battery usage and maintenance, and battery economic evaluation. However, because environmental perturbati…
View article: Bridging the Semantic-Numerical Gap: A Numerical Reasoning Method of Cross-modal Knowledge Graph for Material Property Prediction
Bridging the Semantic-Numerical Gap: A Numerical Reasoning Method of Cross-modal Knowledge Graph for Material Property Prediction Open
Using machine learning (ML) techniques to predict material properties is a crucial research topic. These properties depend on numerical data and semantic factors. Due to the limitations of small-sample datasets, existing methods typically …
View article: Bridging Data-Driven and Knowledge-Driven Approaches for Safety-Critical Scenario Generation in Automated Vehicle Validation
Bridging Data-Driven and Knowledge-Driven Approaches for Safety-Critical Scenario Generation in Automated Vehicle Validation Open
Automated driving vehicles~(ADV) promise to enhance driving efficiency and safety, yet they face intricate challenges in safety-critical scenarios. As a result, validating ADV within generated safety-critical scenarios is essential for bot…
View article: LayoutPrompter: Awaken the Design Ability of Large Language Models
LayoutPrompter: Awaken the Design Ability of Large Language Models Open
Conditional graphic layout generation, which automatically maps user constraints to high-quality layouts, has attracted widespread attention today. Although recent works have achieved promising performance, the lack of versatility and data…
View article: A Comprehensive Overview of Security Vulnerability Penetration Methods in Blockchain Cross-Chain Bridges
A Comprehensive Overview of Security Vulnerability Penetration Methods in Blockchain Cross-Chain Bridges Open
Cross-chain bridges are crucial mechanisms for facilitating interoperation between different blockchains, allowing the flow of assets and information across various chains. Their pivotal role and the vast value of assets they handle make t…
View article: MM-NeRF: Multimodal-Guided 3D Multi-Style Transfer of Neural Radiance Field
MM-NeRF: Multimodal-Guided 3D Multi-Style Transfer of Neural Radiance Field Open
3D style transfer aims to generate stylized views of 3D scenes with specified styles, which requires high-quality generating and keeping multi-view consistency. Existing methods still suffer the challenges of high-quality stylization with …
View article: HEAR4Health: a blueprint for making computer audition a staple of modern healthcare
HEAR4Health: a blueprint for making computer audition a staple of modern healthcare Open
Recent years have seen a rapid increase in digital medicine research in an attempt to transform traditional healthcare systems to their modern, intelligent, and versatile equivalents that are adequately equipped to tackle contemporary chal…
View article: Engineering exosomes and their application in cardiovascular field: Bibliometric analysis from 2002 to 2022
Engineering exosomes and their application in cardiovascular field: Bibliometric analysis from 2002 to 2022 Open
Cardiovascular disease (CVD) is the leading cause of death around the world, warranting an increasing number of studies for its treatment. Among all of its therapeutical strategies, engineered exosomes are attracting growing attention due …
View article: DMIS: Dynamic Mesh-Based Importance Sampling for Training Physics-Informed Neural Networks
DMIS: Dynamic Mesh-Based Importance Sampling for Training Physics-Informed Neural Networks Open
Modeling dynamics in the form of partial differential equations (PDEs) is an effectual way to understand real-world physics processes. For complex physics systems, analytical solutions are not available and numerical solutions are widely-u…
View article: An Overview about Emerging Technologies of Autonomous Driving
An Overview about Emerging Technologies of Autonomous Driving Open
Since DARPA started Grand Challenges in 2004 and Urban Challenges in 2007, autonomous driving has been the most active field of AI applications. This paper gives an overview about technical aspects of autonomous driving technologies and op…
View article: Numerical Simulation of the Effect of Freeze-Thaw Cycles on the Axial Compression Strength of Rubber Concrete
Numerical Simulation of the Effect of Freeze-Thaw Cycles on the Axial Compression Strength of Rubber Concrete Open
The incorporation of rubber can enhance concrete’s durability and effectively reduce the damage caused by freeze-thaw cycling (FTC). Still, there has been only limited research on the damage mechanism of RC at the fine view level. To gain …