Xinyu Zhou
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View article: Determinants Impacting Daily Physical Activity Levels Among Chinese Adults and Its Association with Obesity
Determinants Impacting Daily Physical Activity Levels Among Chinese Adults and Its Association with Obesity Open
Background/Objectives: This study investigated the influencing factors of daily physical activity among Chinese adults and its association with obesity. Methods: A nationwide online questionnaires survey was conducted using Question star, …
View article: Process Features in the Initial Phases of Virtual Collaboration that Predict Ultimate Collaborative Problem-Solving Outcomes
Process Features in the Initial Phases of Virtual Collaboration that Predict Ultimate Collaborative Problem-Solving Outcomes Open
View article: NeuralGrok: Accelerate Grokking by Neural Gradient Transformation
NeuralGrok: Accelerate Grokking by Neural Gradient Transformation Open
Grokking is proposed and widely studied as an intricate phenomenon in which generalization is achieved after a long-lasting period of overfitting. In this work, we propose NeuralGrok, a novel gradient-based approach that learns an optimal …
View article: La-induced microstructural regulation and residual stress mitigation in vacuum-brazed Al2O3 ceramic/AgCuTi/316 stainless steel joints
La-induced microstructural regulation and residual stress mitigation in vacuum-brazed Al2O3 ceramic/AgCuTi/316 stainless steel joints Open
View article: Utilizing Different Pareto Fronts in Evolutionary Competitive Multitasking for Constrained Multi-Objective Optimization
Utilizing Different Pareto Fronts in Evolutionary Competitive Multitasking for Constrained Multi-Objective Optimization Open
View article: Latent class analysis‐derived classification improves the cancer‐specific death stratification of lymphomas: <scp>A</scp> large retrospective cohort study
Latent class analysis‐derived classification improves the cancer‐specific death stratification of lymphomas: <span>A</span> large retrospective cohort study Open
Lymphomas have diverse etiologies, treatment approaches, and prognoses. Accurate survival estimation is challenging for lymphoma patients due to their heightened susceptibility to non‐lymphoma‐related mortality. To overcome this challenge,…
View article: HyperINF: Unleashing the HyperPower of the Schulz's Method for Data Influence Estimation
HyperINF: Unleashing the HyperPower of the Schulz's Method for Data Influence Estimation Open
Influence functions provide a principled method to assess the contribution of individual training samples to a specific target. Yet, their high computational costs limit their applications on large-scale models and datasets. Existing metho…
View article: Hierarchical Visual Categories Modeling: A Joint Representation Learning and Density Estimation Framework for Out-of-Distribution Detection
Hierarchical Visual Categories Modeling: A Joint Representation Learning and Density Estimation Framework for Out-of-Distribution Detection Open
Detecting out-of-distribution inputs for visual recognition models has become critical in safe deep learning. This paper proposes a novel hierarchical visual category modeling scheme to separate out-of-distribution data from in-distributio…
View article: XNN: Paradigm Shift in Mitigating Identity Leakage within Cloud-Enabled Deep Learning
XNN: Paradigm Shift in Mitigating Identity Leakage within Cloud-Enabled Deep Learning Open
In the domain of cloud-based deep learning, the imperative for external computational resources coexists with acute privacy concerns, particularly identity leakage. To address this challenge, we introduce XNN and XNN-d, pioneering methodol…
View article: Honeycomb-Structured Fes2@C Nanoparticles Prepared from Spent Lifepo4 Cathodes with Excellent Rate Performance for Potassium-Ion Batteries
Honeycomb-Structured Fes2@C Nanoparticles Prepared from Spent Lifepo4 Cathodes with Excellent Rate Performance for Potassium-Ion Batteries Open
View article: Wake flow structure and hydrodynamic characteristics of flow around a C-shaped cylinder with variable attack angle at low Reynolds numbers
Wake flow structure and hydrodynamic characteristics of flow around a C-shaped cylinder with variable attack angle at low Reynolds numbers Open
A numerical investigation is conducted on the flow over a C-shaped cylinder in the low Reynolds number range of Re = 40–160. The effect of attack angle (α) ranging from 0° to 180° is examined simultaneously. Wake evolution and vortex struc…
View article: Predicting the therapeutic efficacy of AIT for asthma using clinical characteristics, serum allergen detection metrics, and machine learning techniques
Predicting the therapeutic efficacy of AIT for asthma using clinical characteristics, serum allergen detection metrics, and machine learning techniques Open
Bronchial asthma is a prevalent non-communicable disease among children. The study collected clinical data from 390 children aged 4-17 years with asthma, with or without rhinitis, who received allergen immunotherapy (AIT). Combining these …
View article: Integrated Education for Three-child Policy in an Aging Society: The Best Supplement to the Public Funding and Social Adaptation
Integrated Education for Three-child Policy in an Aging Society: The Best Supplement to the Public Funding and Social Adaptation Open
This paper implied that Integrated education which aimed to develop essential life skills, including communication, collaboration, and adaptability could be the best supplement to the public funding to the three-child policy and the social…
View article: Preparation of low-oxygen Ti powder from TiO2 through combining self-propagating high temperature synthesis and electrodeoxidation
Preparation of low-oxygen Ti powder from TiO2 through combining self-propagating high temperature synthesis and electrodeoxidation Open
An effective method was reported to prepare low-oxygen Ti powder, which included two experimental steps: the fast conversion of TiO2 to TiOx<1 powder by self-propagating high-temperature synthesis (SHS) process and the generation of low-ox…
View article: An Efficient Approach for the Treatment of Radioactive Waste Perfluoropolyether Lubricants Via a Synergistic Effect of Thermal Catalysis and Immobilization
An Efficient Approach for the Treatment of Radioactive Waste Perfluoropolyether Lubricants Via a Synergistic Effect of Thermal Catalysis and Immobilization Open
View article: Kgvideo:A Video Captioning Method Based on Object Detection and Knowledge Graph
Kgvideo:A Video Captioning Method Based on Object Detection and Knowledge Graph Open
View article: Diverse Banana Pseudostems and Rachis Are Distinctive for Edible Carbohydrates and Lignocellulose Saccharification towards High Bioethanol Production under Chemical and Liquid Hot Water Pretreatments
Diverse Banana Pseudostems and Rachis Are Distinctive for Edible Carbohydrates and Lignocellulose Saccharification towards High Bioethanol Production under Chemical and Liquid Hot Water Pretreatments Open
Banana is a major fruit crop throughout the world with abundant lignocellulose in the pseudostem and rachis residues for biofuel production. In this study, we collected a total of 11 pseudostems and rachis samples that were originally deri…
View article: Artificial bee colony algorithm based on knowledge fusion
Artificial bee colony algorithm based on knowledge fusion Open
Artificial bee colony (ABC) algorithm is one of the branches of swarm intelligence. Several studies proved that the original ABC has powerful exploration and weak exploitation capabilities. Therefore, balancing exploration and exploitation…
View article: Toward Efficient Image Recognition in Sensor-Based IoT: A Weight Initialization Optimizing Method for CNN Based on RGB Influence Proportion
Toward Efficient Image Recognition in Sensor-Based IoT: A Weight Initialization Optimizing Method for CNN Based on RGB Influence Proportion Open
As the Internet of Things (IoT) is predicted to deal with different problems based on big data, its applications have become increasingly dependent on visual data and deep learning technology, and it is a big challenge to find a suitable m…
View article: Treatment of Biotreated Coking Wastewater by a Heterogeneous Electro-Fenton Process Using a Novel Fe/Activated Carbon/Ni Composite Cathode
Treatment of Biotreated Coking Wastewater by a Heterogeneous Electro-Fenton Process Using a Novel Fe/Activated Carbon/Ni Composite Cathode Open
View article: A novel permselective organo-polysulfides/PVDF gel polymer electrolyte enables stable lithium anode for lithium–sulfur batteries
A novel permselective organo-polysulfides/PVDF gel polymer electrolyte enables stable lithium anode for lithium–sulfur batteries Open
View article: IMPLEMENTATION AND APPLICATION OF THE CSG METHOD IN THE NECP-X CODE
IMPLEMENTATION AND APPLICATION OF THE CSG METHOD IN THE NECP-X CODE Open
The CSG (Constructive Solid Geometry) method is widely used in the MC (Monte Carlo) codes because of its flexibility in geometry. In this paper, the CSG method is implemented in NECP-X, which is a newly developed high-fidelity neutronics c…
View article: A New Artificial Bee Colony Based on Multiple Search Strategies and Dimension Selection
A New Artificial Bee Colony Based on Multiple Search Strategies and Dimension Selection Open
Artificial bee colony (ABC) algorithm is a popular optimization technique with strong search ability. Although ABC has the ability to handle complex optimization problems, it suffers from weak exploitation and slow convergence. In order to…
View article: Electrodeposition Kinetics of Ni/Nano-Y2O3 Composite Coatings
Electrodeposition Kinetics of Ni/Nano-Y2O3 Composite Coatings Open
Ni/nano-Y2O3 composite films were successfully prepared by electrochemical deposition using an acid sulfamate bath. The influence of solid particles added to electrolyte on electrodeposition was investigated by electrochemical measurement …
View article: Electrochemical and Tribological Behavior of Ni-Co/ZrO2 Coatings Prepared by Ultrasound-Assisted Electrodeposition
Electrochemical and Tribological Behavior of Ni-Co/ZrO2 Coatings Prepared by Ultrasound-Assisted Electrodeposition Open
View article: Electrochemical Deposition and Nucleation/Growth Mechanism of Ni–Co–Y2O3 Multiple Coatings
Electrochemical Deposition and Nucleation/Growth Mechanism of Ni–Co–Y2O3 Multiple Coatings Open
Ni–Co alloy and Ni–Co–Y2O3 multiple coatings refined with nano-Y2O3 particles were fabricated by ultrasonic-assisted electrochemical deposition in an acid sulfamate bath. Linear sweep voltammetry (LSV), chronoamperometry (CA) and electroch…
View article: Grey water reuse of a multi-functional super-high building: evaluation of model treatment processes
Grey water reuse of a multi-functional super-high building: evaluation of model treatment processes Open
View article: Characterization of Ultrasonic-Assisted Electrochemical Deposition of Ni-Co-ZrO2
Characterization of Ultrasonic-Assisted Electrochemical Deposition of Ni-Co-ZrO2 Open
In order to evaluate the electrochemical behavior of nano-ZrO2 particles in the co-deposition process, revealing the electrocrystallization mechanism and electrodeposition parameters of composite coatings, cyclic voltammetry (CV), chronoam…
View article: Effect of ultrasound on Ni-Co/ZrO<sub>2</sub> composite electrodeposition and corrosion resistance study of coatings
Effect of ultrasound on Ni-Co/ZrO<sub>2</sub> composite electrodeposition and corrosion resistance study of coatings Open
In order to study the effect of ultrasonic waves on Ni-Co/ZrO2 composite coatings in the codeposition process, Linear sweep voltammetry and Tafel test techniques were used to offer favorable reference.Using Scanning electron mic…