Jie Zhou
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View article: Effects of different physical activity interventions on women's sleep: a systematic review and network meta-analysis
Effects of different physical activity interventions on women's sleep: a systematic review and network meta-analysis Open
Background Sleep disorders are common among women, affecting quality of life and increasing disease risks. Physical activity is a recognized method to improve sleep, but existing meta-analyses lack clear criteria for female groups, with co…
View article: Densing law of LLMs
Densing law of LLMs Open
Large language models (LLMs) have emerged as a milestone in artificial intelligence. The scaling law indicates that the performance of LLMs can continually improve as the model size increases, which poses challenges for training and deploy…
View article: Hydrochemical Characteristics of Shallow Groundwater and Analysis of Vegetation Water Sources in the Ulan Buh Desert
Hydrochemical Characteristics of Shallow Groundwater and Analysis of Vegetation Water Sources in the Ulan Buh Desert Open
The Ulan Buh Desert represents a quintessential desert ecosystem in the arid northwest of China. As the key factor to maintain the stability of ecosystem, the chemical characteristics of groundwater and its water relationship with vegetati…
View article: Effectiveness and reversibility test of electrochemical modification of mudstone hydro-mechanical parameters
Effectiveness and reversibility test of electrochemical modification of mudstone hydro-mechanical parameters Open
To study the modification effect of the hydromechanical parameters of mudstone after electrochemical modification and the reversibility of this modification, AlCl 3 solution and Fe were selected as the electrolyte and electrode materials f…
View article: Direct ink writing of sustainable multifunctional biodegradable porous Fe-eggshell scaffolds
Direct ink writing of sustainable multifunctional biodegradable porous Fe-eggshell scaffolds Open
Medical devices contribute to the carbon footprint generated by the healthcare sector. The development of implants and biomaterials using recycled waste materials promotes sustainable advances in tissue engineering. Additively manufactured…
View article: Novel machine learning driven design strategy for high strength Zn Alloys optimization with multiple constraints
Novel machine learning driven design strategy for high strength Zn Alloys optimization with multiple constraints Open
Zinc (Zn) alloys offer advantages such as abundant resources and low cost. Nevertheless, their current mechanical properties limit application in more advanced fields. Due to the lack of clear compositional design methods, the development …
View article: Micro/Nanoplastics in plantation agricultural products: behavior process, phytotoxicity under biotic and abiotic stresses, and controlling strategies
Micro/Nanoplastics in plantation agricultural products: behavior process, phytotoxicity under biotic and abiotic stresses, and controlling strategies Open
With the extensive utilization of plastic products, microplastics/nanoplastics (MPs/NPs) contamination not only poses a global hazard to the environment, but also induces a new threat to the growth development and nutritional quality of pl…
View article: Extreme heat event over Northwest China driven by Silk Road Pattern and its possible mechanism 
Extreme heat event over Northwest China driven by Silk Road Pattern and its possible mechanism  Open
Under the backdrop of global warming, heat events have become increasingly frequent and have garnered significant attention.  Northwest China, situated in the drylands of central Eurasia, exhibits a climate and ecological environment …
View article: Cracks Repairing and Resistance to Water Penetration Properties of Microbial Self‐Healing Cement
Cracks Repairing and Resistance to Water Penetration Properties of Microbial Self‐Healing Cement Open
This study focuses on applying microbial self‐healing cement in repairing cracks in cement‐based materials and enhancing its resistance to water penetration performance. Traditional cement is susceptible to environmental influences, leadin…
View article: Microstructures and mechanical properties of cast Al–Mg–Si alloy with combined addition of Sc and Zr
Microstructures and mechanical properties of cast Al–Mg–Si alloy with combined addition of Sc and Zr Open
In present work, an Al–Mg–Si-Sc-Zr alloy with high Mg/Si ratio and the combined addition of Sc, Zr elements was designed to fabricate the cast Al alloys with uniform microstructure. The effect of heat treatment on the microstructure evolut…
View article: Based on Improved Lightweight YOLOv8 for Vehicle Detection
Based on Improved Lightweight YOLOv8 for Vehicle Detection Open
In urban road traffic, vehicle detection in intelligent transportation system can effectively improve road traffic operation efficiency and road safety. Based on this goal, this paper is based on the YOLOv8 framework, using the improved li…
View article: Multi-material 3D printing of functionally graded soft-hard interfaces for enhancing mandibular kinematics of temporomandibular joint replacement prostheses
Multi-material 3D printing of functionally graded soft-hard interfaces for enhancing mandibular kinematics of temporomandibular joint replacement prostheses Open
Temporomandibular joint (TMJ) replacement prostheses often face limitations in accommodating translational movements, leading to unnatural kinematics and loading conditions, which affect functionality and longevity. Here, we investigate th…
View article: Property parameter determination in individual layers for separately fractured wells with commingled production in multi-layered reservoirs
Property parameter determination in individual layers for separately fractured wells with commingled production in multi-layered reservoirs Open
At present, without any separate rate test for each layer, there is no way to determinate the properties of individual layers for separately fractured wells with commingled production in multi-layered reservoirs. In order to address this i…
View article: Deep Learning for Size‐Agnostic Inverse Design of Random‐Network 3D Printed Mechanical Metamaterials
Deep Learning for Size‐Agnostic Inverse Design of Random‐Network 3D Printed Mechanical Metamaterials Open
Practical applications of mechanical metamaterials often involve solving inverse problems aimed at finding microarchitectures that give rise to certain properties. The limited resolution of additive manufacturing techniques often requires …
View article: Review and Assessment on Fatigue Delamination Damage of Laminated Composite Structures
Review and Assessment on Fatigue Delamination Damage of Laminated Composite Structures Open
The fatigue delamination damage is one of the most important fatigue failure modes of laminated composite structures. However, the developments of the theoretical framework, mathematical/physical model and numerical simulation of fatigue d…
View article: Biomechanical evaluation of additively manufactured patient-specific mandibular cage implants designed with a semi-automated workflow: A cadaveric and retrospective case study
Biomechanical evaluation of additively manufactured patient-specific mandibular cage implants designed with a semi-automated workflow: A cadaveric and retrospective case study Open
This study shows the suitability of the developed semi-automated workflow in designing patient-specific cage implants with satisfactory mechanical functioning under demanding chewing conditions. The proposed workflow can aid clinical engin…
View article: Sustainable Sources of Raw Materials for Additive Manufacturing of Bone‐Substituting Biomaterials
Sustainable Sources of Raw Materials for Additive Manufacturing of Bone‐Substituting Biomaterials Open
The need for sustainable development has never been more urgent, as the world continues to struggle with environmental challenges, such as climate change, pollution, and dwindling natural resources. The use of renewable and recycled waste …
View article: Optimization of Vibration Reduction Performance of Subway Air Compressor
Optimization of Vibration Reduction Performance of Subway Air Compressor Open
Vibration of air compressor has a great impact on smoothness and comfort of subway.In order to effectively reduce vibration of air compressor, based on finite element model of air compressor and active vibration control theory, vibration r…
View article: Location Distribution Effect of Under-chassisEquipment on Railway Vehicle VibrationCharacteristics
Location Distribution Effect of Under-chassisEquipment on Railway Vehicle VibrationCharacteristics Open
The location of high-speed railway vehicle under-chassis equipment has a great influence on the vibration response characteristics of a car body.In order to study such effect, a rigid-flexible coupling dynamics model of the high-speed rail…
View article: Extrusion-based 3D printing of biodegradable, osteogenic, paramagnetic, and porous FeMn-akermanite bone substitutes
Extrusion-based 3D printing of biodegradable, osteogenic, paramagnetic, and porous FeMn-akermanite bone substitutes Open
The development of biodegradable Fe-based bone implants has rapidly progressed in recent years. Most of the challenges encountered in developing such implants have been tackled individually or in combination using additive manufacturing te…