Jie Zhang
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View article: Modeling Total Alkalinity in Aquatic Ecosystems by Decision Trees: Anticipation of pH Stability and Identification of Main Contributors
Modeling Total Alkalinity in Aquatic Ecosystems by Decision Trees: Anticipation of pH Stability and Identification of Main Contributors Open
Total alkalinity (TAC) plays a pivotal role in buffering acid–base fluctuations and maintaining pH stability in aquatic ecosystems. This study presents a data-driven approach to model TAC using decision tree regression, applied to a compre…
View article: Identification of plasma extracellular vesicle protein biomarkers in diabetic retinopathy progression
Identification of plasma extracellular vesicle protein biomarkers in diabetic retinopathy progression Open
Protein biomarkers from plasma extracellular vesicles (EVs) have been extensively identified in various diseases. To explore biomarkers associated with diabetic retinopathy (DR) progression, we designed two cohorts, discovery and validatio…
View article: Intelligent online process fault diagnosis through integrating Andrews function, autoencoder, and neural networks
Intelligent online process fault diagnosis through integrating Andrews function, autoencoder, and neural networks Open
This paper proposes an online process fault diagnosis scheme that integrates principal component analysis, Andrews function, autoencoder, and multilayer feedforward neural network to enhance the fault diagnosis performance. Useful features…
View article: Machine Learning Analysis of Obesity Levels Based on Lifestyle and Physical Features
Machine Learning Analysis of Obesity Levels Based on Lifestyle and Physical Features Open
Obesity has become a major global health challenge, with prevalence rising across all age groups. While Body Mass Index (BMI) is widely used for diagnosis, it has limitations, as it cannot fully capture lifestyle or behavioral risk factors…
View article: PDZK1 Protects Against RPE Senescence by Targeting the 14‐3‐3ε‐mTOR Axis to Attenuate Early Diabetic Retinopathy
PDZK1 Protects Against RPE Senescence by Targeting the 14‐3‐3ε‐mTOR Axis to Attenuate Early Diabetic Retinopathy Open
Diabetic retinopathy (DR) is the leading cause of blindness among working‐age adults, yet its pathogenesis remains incompletely understood. The retinal pigment epithelium (RPE) plays a vital role in maintaining retinal homeostasis. In this…
View article: Robust Nonlinear Soft Sensor for Online Estimation of Product Compositions in Heat-Integrated Distillation Column
Robust Nonlinear Soft Sensor for Online Estimation of Product Compositions in Heat-Integrated Distillation Column Open
This paper proposes the development of a robust nonlinear soft sensor for online estimation of product compositions in a Heat-Integrated Distillation Column (HIDiC). Traditional composition analyzers, such as gas chromatographs, are costly…
View article: Computational Exploration of Bacterial Compounds Targeting Arginine-Specific Mono-Adp-Ribosyl-Transferase 1 (Art1): A Pathway to Novel Therapeutic Anticancer Strategies
Computational Exploration of Bacterial Compounds Targeting Arginine-Specific Mono-Adp-Ribosyl-Transferase 1 (Art1): A Pathway to Novel Therapeutic Anticancer Strategies Open
Cancer is a multifaceted and life-threatening disease characterized by the unregulated proliferation of malignant cells. Developing new therapies and diagnostic methods for cancer remains a critical focus of research. Proteins involved in …
View article: Adaptive Continuous Non-Singular Terminal Sliding Mode Control for High-Pressure Common Rail Systems: Design and Experimental Validation
Adaptive Continuous Non-Singular Terminal Sliding Mode Control for High-Pressure Common Rail Systems: Design and Experimental Validation Open
The High-Pressure Common Rail System (HPCRS) is designed based on fundamental hydrodynamic principles, after which this paper formally defines the key control challenges. The proposed continuous sliding mode control strategy is developed b…
View article: ORC System Temperature and Evaporation Pressure Control Based on DDPG-MGPC
ORC System Temperature and Evaporation Pressure Control Based on DDPG-MGPC Open
The organic Rankine cycle (ORC) is a key technology for the recovery of low-grade waste heat, but its efficient and stable operation is challenged by complex kinetic coupling. This paper proposes a model partitioning strategy based on gap …
View article: Ductile–Brittle Transition Mechanism and Dilute Solution Softening Effect of Body-Centered Cubic Metals
Ductile–Brittle Transition Mechanism and Dilute Solution Softening Effect of Body-Centered Cubic Metals Open
Body-centered cubic (BCC) metals, extensively utilized in low-alloy high-strength steels and heat-resistant alloys, exhibit a pronounced ductile–brittle transition (DBT) at cryogenic temperatures, marked by a well-defined yet narrow ductil…
View article: Assessment of the Human Health Risks Associated with Heavy Metals in Surface Water Near Gold Mining Sites in Côte d’Ivoire
Assessment of the Human Health Risks Associated with Heavy Metals in Surface Water Near Gold Mining Sites in Côte d’Ivoire Open
Heavy metals are a major cause for concern in relation to water systems, due to their high toxicity at elevated levels. The metals can originate from both natural processes, including geological weathering and volcanic activity, as well as…
View article: Robust Nonlinear Soft Sensor for Online Estimation of Product Compositions in Heat-Integrated Distillation Column
Robust Nonlinear Soft Sensor for Online Estimation of Product Compositions in Heat-Integrated Distillation Column Open
This paper proposes advanced soft sensor models based on machine learning and deep learning for real-time estimation of top and bottom product compositions in a Heat-Integrated Distillation Column (HIDiC). Conventional composition analyzer…
View article: Additive–Subtractive Manufacturing Based on Water-Soluble Sacrificial Layer: High-Adhesion Metal Patterning via Inkjet Printing
Additive–Subtractive Manufacturing Based on Water-Soluble Sacrificial Layer: High-Adhesion Metal Patterning via Inkjet Printing Open
Inkjet printing has become a primary technique for manufacturing flexible and conformal electronics due to its digital control, design flexibility, and material compatibility. However, its direct deposition nature results in weak adhesion …
View article: Postharvest biocontrol ability and antagonistic mechanism of Streptomyces djakartensis MEPS155 against Ceratocystis fimbriata in sweetpotato
Postharvest biocontrol ability and antagonistic mechanism of Streptomyces djakartensis MEPS155 against Ceratocystis fimbriata in sweetpotato Open
View article: Modelling the Degree of Cure in a Reactive Polymer Composite Moulding Process Through Hybrid Mechanistic Neural Network Models
Modelling the Degree of Cure in a Reactive Polymer Composite Moulding Process Through Hybrid Mechanistic Neural Network Models Open
This paper presents a hybrid mechanistic/neural network model for modelling an industrial fibre-reinforced reactive polymer composite curing process. Accurate predictions of the degree of cure are very important for the control and optimis…
View article: Therapeutic Effects of Lycopene Alone or in Combination with Cephalexin on Chronic Prostatitis Caused by Staphylococcus aureus in a Rat Model
Therapeutic Effects of Lycopene Alone or in Combination with Cephalexin on Chronic Prostatitis Caused by Staphylococcus aureus in a Rat Model Open
Chronic bacterial prostatitis (CBP) is caused by bacterial infection, commonly treated with fluoroquinolones. Due to rising antibiotic resistance, alternative therapies such as phytotherapy are being explored. Lycopene, a potential antioxi…
View article: Comparison of Antioxidant and Antibacterial Properties of Five Plants with Anti-Diabetes and Anti-Cancer Potential
Comparison of Antioxidant and Antibacterial Properties of Five Plants with Anti-Diabetes and Anti-Cancer Potential Open
Polyphenols and flavonoids are bioactive organic compounds extracted from medicinal plants. They exhibit significant antioxidant and antibacterial properties, which help fight several chronic diseases, such as diabetes and cancer. Numerous…
View article: Hybrid mechanism and data driven approach for high-precision modeling of gas flow regulation systems of VFDR
Hybrid mechanism and data driven approach for high-precision modeling of gas flow regulation systems of VFDR Open
The variable flow ducted rocket (VFDR) poses significant challenges for high-precision modeling due to its complex nonlinear dynamics, harsh operational conditions, and integration of multiple physical fields. To address this challenge, th…
View article: Ductile-Brittle Transition Mechanism and Dilute Solution Softening Effect of BCC Metals
Ductile-Brittle Transition Mechanism and Dilute Solution Softening Effect of BCC Metals Open
Body-centered cubic (BCC) metals, extensively utilized in low-alloy high-strength steels and heat-resistant alloys, exhibit a pronounced ductile-brittle transition (DBT) at cryogenic temperatures, marked by a well-defined yet narrow DBT te…
View article: Safe Motion Strategy for High-speed USV Based on State Information Modeling Forecasting and ROS
Safe Motion Strategy for High-speed USV Based on State Information Modeling Forecasting and ROS Open
Due to the complexity and variability of the ocean environment, it is difficult for high-speed Unmanned Surface Vehicles (USV) to move safely on hydrographic surveying missions. First, the USV’s heading and speed vectors are modeled and fo…
View article: Current control methods to protect against abnormal operation of permanent-magnet synchronous motor
Current control methods to protect against abnormal operation of permanent-magnet synchronous motor Open
As the single-phase asynchronous motor, the permanent-magnet synchronous motor in the actual use process may be in an abnormal working state due to the bad use environment, large load impact, and other fault reasons. Abnormal operation of …
View article: Enhancing Levofloxacin Degradation in Contaminated Water: Catalytic Performance of Pegmatite in a Sodium Percarbonate/Ultrasound System
Enhancing Levofloxacin Degradation in Contaminated Water: Catalytic Performance of Pegmatite in a Sodium Percarbonate/Ultrasound System Open
Despite ongoing research into technologies for the removal of antibiotics from contaminated water, there is a necessity to provide a cost-effective water treatment solution. In this study, the activation of sodium percarbonate (SPC) by peg…
View article: Photocatalytic Activity of Cu2O-Loaded TiO2 Heterojunction Composites for the Simultaneous Removal of Organic Pollutants and Bacteria in Indoor Air
Photocatalytic Activity of Cu2O-Loaded TiO2 Heterojunction Composites for the Simultaneous Removal of Organic Pollutants and Bacteria in Indoor Air Open
This research investigates the enhanced photocatalytic activity of cuprous oxide (Cu2O) nanoparticles (NPs)-titanium dioxide (TiO2) nanotube (NT) composites for air purification, focusing on the removal of volatile organic compounds (VOCs)…
View article: Sustainable Removal of Basic Fuchsine and Methylene Blue Dyes Using Chicken Bone Biomass: Thermodynamics, Kinetics, and Insights from Experimental Studies and Decision Tree with Least Squares Boosting Predictive Modeling
Sustainable Removal of Basic Fuchsine and Methylene Blue Dyes Using Chicken Bone Biomass: Thermodynamics, Kinetics, and Insights from Experimental Studies and Decision Tree with Least Squares Boosting Predictive Modeling Open
This study addresses the dual challenges of water pollution and waste management by exploring the valorization of chicken bone biomass in native (NBio) and calcined (CBio) forms as biosorbents for dye removal. Basic fuchsine (BF) and methy…
View article: Research on power generation system with Organic Rankine Cycle for hot dry rock resources in Xinghua area
Research on power generation system with Organic Rankine Cycle for hot dry rock resources in Xinghua area Open
Although China is rich in hot dry rock (HDR) resources, its application for the power generation process started late, and there is limited successful experience currently. To explore the power generation scheme for HDR resources in the Xi…
View article: Comprehensive Stability Analysis of Haloperidol: Insights from Advanced Chromatographic and Thermal Analysis
Comprehensive Stability Analysis of Haloperidol: Insights from Advanced Chromatographic and Thermal Analysis Open
In this study, we thoroughly investigated the stability of haloperidol using a comprehensive set of chromatographic and thermal analyses. Various stress conditions were examined, including exposure to oxidizing agents (such as hydrogen per…
View article: A Novel Halophilic Bacterium for Sustainable Pollution Control: From Pesticides to Industrial Effluents
A Novel Halophilic Bacterium for Sustainable Pollution Control: From Pesticides to Industrial Effluents Open
This study investigates the bioremediation potential of Marinobacter-hydrocarbonoclasticus SDK644, a strain that has been isolated from petroleum-contaminated environments, for the degradation of the herbicide metribuzin and the treatment …
View article: Correction: Mibarki et al. An Effective Standalone Solar Air Gap Membrane Distillation Plant for Saline Water Desalination: Mathematical Model, Optimization. Water 2023, 15, 1141
Correction: Mibarki et al. An Effective Standalone Solar Air Gap Membrane Distillation Plant for Saline Water Desalination: Mathematical Model, Optimization. Water 2023, 15, 1141 Open
There was an error in the original publication [...]
View article: Adaptative Pressure Estimation and Control Architecture for Integrated Electro-Hydraulic Brake System
Adaptative Pressure Estimation and Control Architecture for Integrated Electro-Hydraulic Brake System Open
The current research of master cylinder pressure estimation mainly relies on hydraulic characteristic or vehicle dynamics. But they are not independently applicable to any environment and have their own scope of application. In addition, a…
View article: Photocatalytic Degradation of Pollutants in Air Streams Using Luminous Textiles Under Ultraviolet Light Illumination: A Pilot-Scale Remediation Study
Photocatalytic Degradation of Pollutants in Air Streams Using Luminous Textiles Under Ultraviolet Light Illumination: A Pilot-Scale Remediation Study Open
Air pollution from volatile organic compounds poses significant environmental and public health issues due to their toxicity and persistence in the environment. In this context, this experimental study explored photocatalytic degradation a…