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Water-Restrained Hydrogel Electrolytes with Repulsion-Driven Cationic Express Pathways for Durable Zinc-Ion Batteries
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作者 Dewu Lin Yushuang Lin +10 位作者 Ruihong Pan Jiapei Li Anquan Zhu Tian Zhang Kai Liu Dongyu Feng Kunlun Liu Yin Zhou Chengkai Yang Guo Hong Wenjun Zhang 《Nano-Micro Letters》 2025年第8期320-332,共13页
The development of flexible zinc-ion batteries(ZIBs)faces a threeway trade-off among the ionic conductivity,Zn^(2+)mobility,and the electrochemical stability of hydrogel electrolytes.To address this challenge,we desig... The development of flexible zinc-ion batteries(ZIBs)faces a threeway trade-off among the ionic conductivity,Zn^(2+)mobility,and the electrochemical stability of hydrogel electrolytes.To address this challenge,we designed a cationic hydrogel named PAPTMA to holistically improve the reversibility of ZIBs.The long cationic branch chains in the polymeric matrix construct express pathways for rapid Zn^(2+)transport through an ionic repulsion mechanism,achieving simultaneously high Zn^(2+)transference number(0.79)and high ionic conductivity(28.7 mS cm−1).Additionally,the reactivity of water in the PAPTMA hydrogels is significantly inhibited,thus possessing a strong resistance to parasitic reactions.Mechanical characterization further reveals the superior tensile and adhesion strength of PAPTMA.Leveraging these properties,symmetric batteries employing PAPTMA hydrogel deliver exceeding 6000 h of reversible cycling at 1 mA cm^(−2) and maintain stable operation for 1000 h with a discharge of depth of 71%.When applied in 4×4 cm2 pouch cells with MnO_(2) as the cathode material,the device demonstrates remarkable operational stability and mechanical robustness through 150 cycles.This work presents an eclectic strategy for designing advanced hydrogels that combine high ionic conductivity,enhanced Zn^(2+)mobility,and strong resistance to parasitic reactions,paving the way for long-lasting flexible ZIBs. 展开更多
关键词 Zinc-ion battery Hydrogel electrolyte Cation conduction Ionic repulsion Water state
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Intersite Coulomb Repulsion Driven Quadrupole Instability and Magnetic Ordering in the Orbital Frustrated Ba_(2)MgReO_(6)
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作者 Xuanye Zhang Jinyu Zou Gang Xu 《Chinese Physics Letters》 2025年第7期229-234,共6页
In order to calculate the multipoles in real materials with considerable intersite Coulomb interaction V,we develop a self-consistent program which starts from the frst-principles calculations to solve the tight-bindi... In order to calculate the multipoles in real materials with considerable intersite Coulomb interaction V,we develop a self-consistent program which starts from the frst-principles calculations to solve the tight-binding Hamiltonian including onsite Coulomb repulsion U,V,and spin-orbital couplingλ.The program is applied to Ba_(2)MgReO_(6)to fgure out the mechanism of structural instability and magnetic ordering.A comprehensive quadrupole phase diagram versus U and V withλ=0.28 eV is calculated.Our results demonstrate that the easy-plane anisotropy and the intersite Coulomb repulsion V must be considered to remove the orbital frustration.The increase of V to>20 meV would arrange quadrupole Q_(x^(2)-y^(2))antiparallelly,accompanied by small parallel Q_(3z)^(2)-r^(2),and stabilize Ba_(2)MgReO_(6)into the body-centered tetragonal structure.Such antiparallel Q_(x^(2)-y^(2))provides a new mechanism for the Dzyaloshinskii-Moriya interaction and gives rise to the canted antiferromagnetic(CAF)state along the[110]axis.Moreover,sizable octupoles such as O_(21)^(31),O_(21)^(33),O_(21)^(34)and O_(21)^(36)are discovered for the frst time in the CAF state.Our study not only provides a comprehensive understanding of the experimental results in Ba_(2)MgReO_(6),but also serves as a general and useful tool for the study of multipole physics in 5d compounds. 展开更多
关键词 Ba_(2)MgReO_(6) tight binding hamiltonian intersite coulomb repulsion self consistent program quadrupole instability magnetic ordering calculate multipoles structural instability magnetic orderinga
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Electrostatic Attraction and Repulsion Explained and Modelled Mathematically Using Classical Physics—A Detailed Mechanism Based on Particle Wave Functions
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作者 Declan Traill 《Journal of Applied Mathematics and Physics》 2024年第4期1050-1062,共13页
The phenomenon of electrical attraction and repulsion between charged particles is well known, and described mathematically by Coulomb’s Law, yet until now there has been no explanation for why this occurs. There has... The phenomenon of electrical attraction and repulsion between charged particles is well known, and described mathematically by Coulomb’s Law, yet until now there has been no explanation for why this occurs. There has been no mechanistic explanation that reveals what causes the charged particles to accelerate, either towards or away from each other. This paper gives a detailed explanation of the phenomena of electrical attraction and repulsion based on my previous work that determined the exact wave-function solutions for both the Electron and the Positron. It is revealed that the effects are caused by wave interactions between the wave functions that result in Electromagnetic reflections of parts of the particle’s wave functions, causing a change in their momenta. 展开更多
关键词 ELECTROSTATIC Electron POSITRON COULOMB Force ATTRACTION repulsion Wave Function Electric Magnetic Radiation Pressure Shell THEOREM 3D Computer Model Quantum
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The Mechanics of Electrostatic Attraction and Repulsion, a Speculative Conceptual Analysis
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作者 Francois Zinserling 《Journal of Applied Mathematics and Physics》 2024年第11期3873-3888,共16页
The mechanics of Coulomb attraction and repulsion between charged particles are not currently understood but can be explained using a photon-pair aether. A spin-2 photon pair with no net E or B fields can freely penet... The mechanics of Coulomb attraction and repulsion between charged particles are not currently understood but can be explained using a photon-pair aether. A spin-2 photon pair with no net E or B fields can freely penetrate deep into matter. It may collide with a charged particle and be transformed through the interaction into a spin-0 photon pair. This outflow of spin-0 photon pairs forms a homogeneous (+E) or (−E) electrostatic field around the particle, depending on its charge. Charged particles in the vicinity of each other experience an asymmetry in the incoming field, from which attraction or repulsion arises. Repulsion or attraction is understood as the transfer of momentum from photons to particles, which results in the appearance of a force. 展开更多
关键词 Coulomb Attraction and repulsion Primordial and Electrostatic Photon Pairs Electric Field
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Dissection of two quantitative trait loci for grain weight linked in repulsion on the long arm of chromosome 1 of rice(Oryza sativa L.) 被引量:6
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作者 Liang Guo Kai Wang +3 位作者 Junyu Chen Derun Huang Yeyang Fan Jieyun Zhuang 《The Crop Journal》 SCIE CAS 2013年第1期70-76,共7页
Grain weight is a key determinant of grain yield in rice. Three sets of rice populations with overlapping segregating regions in isogenic backgrounds were established in the generations of BC2 F5, BC2 F6 and BC2 F7, d... Grain weight is a key determinant of grain yield in rice. Three sets of rice populations with overlapping segregating regions in isogenic backgrounds were established in the generations of BC2 F5, BC2 F6 and BC2 F7, derived from Zhenshan 97 and Milyang 46, and used for dissection of quantitative trait loci(QTL) for grain weight. Two QTL linked in repulsion phase on the long arm of chromosome 1 were separated. One was located between simple sequence repeat(SSR) markers RM11437 and RM11615, having a smaller additive effect with the enhancing allele from the maintainer line Zhenshan 97 and a partially dominant effect for increasing grain weight. The other was located between SSR markers RM11615 and RM11800, having a larger additive effect with the enhancing allele from the restorer line Milyang 46 and a partially dominant effect for increasing grain weight. When the two QTL segregated simultaneously, a residual additive effect with the enhancing allele from Milyang 46 and an over-dominance effect for increasing grain weight were detected. This suggests that dominant QTL linked in repulsion phase might play an important role in heterosis in rice. Our study also indicates that the use of populations with overlapping segregating regions in isogenic backgrounds is helpful for the dissection of minor linked QTL. 展开更多
关键词 Sequential segregating region Linkage repulsion phase Grain weight Rice(Oryza SATIVA L
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Empirical formulae for electric double-layer repulsion between two arbitrarily inclined clay particles 被引量:3
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作者 Xiangyu Shang Juming Lu +2 位作者 Lianfei Kuang Chen Yang Guoqing Zhou 《Journal of Rock Mechanics and Geotechnical Engineering》 SCIE CSCD 2018年第6期1183-1189,共7页
To understand the mesoscopic mechanism of clayey soil in view of macroscopic behavior, it is essential to quantitatively calculate the electric double-layer repulsion between arbitrarily inclined clay particles.Howeve... To understand the mesoscopic mechanism of clayey soil in view of macroscopic behavior, it is essential to quantitatively calculate the electric double-layer repulsion between arbitrarily inclined clay particles.However, suitable calculation methods with high efficiency and accuracy are still rare at present in literature. Based on a great number of numerical calculations of the repulsion between two inclined platy clay particles, explicit empirical formulae for estimating electric double-layer repulsion between clay particles are put forward. Comparison between the empirical solutions and corresponding numerical results shows that the proposed formulae have a reasonable accuracy, and application of the presented formula is easy and efficient. 展开更多
关键词 Clay particles Electric double-layer repulsion Numerical analysis Empirical formula
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Monolayer MoS_(2)Fabricated by In Situ Construction of Interlayer Electrostatic Repulsion Enables Ultrafast Ion Transport in Lithium-Ion Batteries 被引量:2
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作者 Meisheng Han Yongbiao Mu +3 位作者 Jincong Guo Lei Wei Lin Zeng Tianshou Zhao 《Nano-Micro Letters》 SCIE EI CAS CSCD 2023年第6期126-142,共17页
High theoretical capacity and unique layered structures make MoS_(2)a promising lithium-ion battery anode material.However,the anisotropic ion transport in layered structures and the poor intrinsic conductivity of MoS... High theoretical capacity and unique layered structures make MoS_(2)a promising lithium-ion battery anode material.However,the anisotropic ion transport in layered structures and the poor intrinsic conductivity of MoS_(2)lead to unacceptable ion transport capability.Here,we propose in-situ construction of interlayer electrostatic repulsion caused by Co^(2+)substituting Mo^(4+)between MoS_(2)layers,which can break the limitation of interlayer van der Waals forces to fabricate monolayer MoS_(2),thus establishing isotropic ion transport paths.Simultaneously,the doped Co atoms change the electronic structure of monolayer MoS_(2),thus improving its intrinsic conductivity.Importantly,the doped Co atoms can be converted into Co nanoparticles to create a space charge region to accelerate ion transport.Hence,the Co-doped monolayer MoS_(2)shows ultrafast lithium ion transport capability in half/full cells.This work presents a novel route for the preparation of monolayer MoS_(2)and demonstrates its potential for application in fast-charging lithium-ion batteries. 展开更多
关键词 Monolayer MoS_(2) Interlayer electrostatic repulsion Co atoms doping Surface-capacitance effect Fast-charging lithiumion batteries
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Lattice strain and p-d repulsion affecting electronic structure of wurtzite Zn_(1-x)Cd_xO alloys 被引量:1
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作者 史力斌 康莉 +1 位作者 金健维 迟锋 《Chinese Physics B》 SCIE EI CAS CSCD 2009年第10期4418-4424,共7页
In the paper, density of states, band structure and electron density difference of Zn1-xCdxO are calculated by first principles, here x varies from 0 to 0.75 at intervals of 0.125, and the band gap obtained from band ... In the paper, density of states, band structure and electron density difference of Zn1-xCdxO are calculated by first principles, here x varies from 0 to 0.75 at intervals of 0.125, and the band gap obtained from band structure changes from 0.968 eV to 0.043 eV. The lattice strain and p-d repulsion theory are used to investigate variation of the band gap, the results obtained show that the variation is mainly due to the lattice tensile strain. The p-d repulsion in Zn1-xCdxO cannot be neglected. In addition, electron density difference can be used to verify the results. 展开更多
关键词 first principles calculation density of states band structure p-d repulsion
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Mechanism for Electrostatic Repulsion or Attraction 被引量:3
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作者 Narahari V. Joshi 《World Journal of Mechanics》 2013年第7期307-309,共3页
It is known that there is a force of repulsion (or attraction) between two similar (or dissimilar) charges and the laws governing these forces are well established in electrostatics. However, the exact mechanism and t... It is known that there is a force of repulsion (or attraction) between two similar (or dissimilar) charges and the laws governing these forces are well established in electrostatics. However, the exact mechanism and the origin for these forces are not known. The purpose of this investigation, therefore, is to reveal these aspects in the light of the presence of vibrating strings and lines of fields created by the negative (or positive) charge. The present approach strongly suggests that the force of repulsion is originated between two charges due to fields synchronized with vibrating strings. The Gauss symmetry seems to play a crucial role in these aspects. 展开更多
关键词 ELECTROSTATIC repulsion (or Attraction) FLUID DYNAMICS Vibrating Strings MICROFLUIDS
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Boundedness in a fully parabolic quasilinear repulsion chemotaxis model of higher dimension
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作者 ZHOU Shuang-shuang GONG Ting YANG Jin-ge 《Applied Mathematics(A Journal of Chinese Universities)》 SCIE CSCD 2020年第2期244-252,共9页
We deal with the boundedness of solutions to a class of fully parabolic quasilinear repulsion chemotaxis systems{ut=∇・(ϕ(u)∇u)+∇・(ψ(u)∇v),(x,t)∈Ω×(0,T),vt=Δv−v+u,(x,t)∈Ω×(0,T),under homogeneous Neumann... We deal with the boundedness of solutions to a class of fully parabolic quasilinear repulsion chemotaxis systems{ut=∇・(ϕ(u)∇u)+∇・(ψ(u)∇v),(x,t)∈Ω×(0,T),vt=Δv−v+u,(x,t)∈Ω×(0,T),under homogeneous Neumann boundary conditions in a smooth bounded domainΩ⊂R^N(N≥3),where 0<ψ(u)≤K(u+1)^a,K1(s+1)^m≤ϕ(s)≤K2(s+1)^m withα,K,K1,K2>0 and m∈R.It is shown that ifα−m<4/N+2,then for any sufficiently smooth initial data,the classical solutions to the system are uniformly-in-time bounded.This extends the known result for the corresponding model with linear diffusion. 展开更多
关键词 CHEMOTAXIS repulsion QUASILINEAR fully parabolic BOUNDEDNESS high dimension
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Orbital Ordering Induced by Direct Coulomb Repulsion
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作者 HUANG Yuan-Yie ZHANG Yu-Heng 《Communications in Theoretical Physics》 SCIE CAS CSCD 2011年第3期527-531,共5页
We consider the covalence characters of the 3d electron with the eg orbital freedoms and put forward a new mechanism of the orbital ordering (00) based on the direct coulomb repulsion in this article. The results sh... We consider the covalence characters of the 3d electron with the eg orbital freedoms and put forward a new mechanism of the orbital ordering (00) based on the direct coulomb repulsion in this article. The results show that the orbital-orbital interaction (OO-I) between the adjacent ions in 180-degree configuration is dominated by the superexchange energy accompanied by a weak orbital-spin coupling, and the OO-I in 90-degree configuration is monitored by the oxygen on-site coulomb repulsion. The ferro-OO is the stable ground state for the one-dimensional chain in the case of the 90-degree configuration. 展开更多
关键词 orbital ordering coulomb repulsion orbital-spin coupling
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Rolling centrifuge repulsion Force Spacecraft
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作者 Yan Cao 《Modern Electronic Technology》 2018年第3期70-72,共3页
A Rolling Centrifugal Repulsion force UFO Introduction: Any object that rolls along a straight line will generate a centrifugal repulsive force that is away from the body being rolled, it is rolling centrifugal repuls... A Rolling Centrifugal Repulsion force UFO Introduction: Any object that rolls along a straight line will generate a centrifugal repulsive force that is away from the body being rolled, it is rolling centrifugal repulsive force. Utilizing this phenomenon, rolling the round ring along the edge of the UFO's disk will produce a constant lift, and then use the electric wheel technology to set the ballast rock at the bottom of the UFO to change the position of the ballast stone at the bottom of the chamber. In order to change the position of the center of gravity of the UFO, the purpose of driving the UFO can be achieved. 展开更多
关键词 Universal repulsion Force INERTIA MOMENT of INERTIA FLYER Spin GRAPHIC Classification 140.15
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An Improved Particle Swarm Optimization Based on Repulsion Factor
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作者 Jie Zhang Chaozan Fan +1 位作者 Bo Liu Fugui Shi 《Open Journal of Applied Sciences》 2012年第4期112-115,共4页
In this paper, through the research of advantages and disadvantages of the particle swarm optimization algorithm, we get a new improved particle swarm optimization algorithm based on repulsion radius and repulsive fac... In this paper, through the research of advantages and disadvantages of the particle swarm optimization algorithm, we get a new improved particle swarm optimization algorithm based on repulsion radius and repulsive factor. And a lot of test function experimental results show that the algorithm can effectively overcome the PSO algorithm precocious defect. PSO has significant improvement. 展开更多
关键词 PSO RPSO repulsion RADIUS repulsive FACTOR
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Electrostatic Force of Repulsion Assists p-p Nuclear Fusion
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作者 Arunachalam Lakshmanan 《Journal of Modern Physics》 2011年第6期447-456,共10页
Trapping of hydrogen ions released during sodium metal dissolution in a dilute aqueous Epsom solution in cavitation induced nanocrystals could bring about an easy path to controlled nuclear fusion. This type of fusion... Trapping of hydrogen ions released during sodium metal dissolution in a dilute aqueous Epsom solution in cavitation induced nanocrystals could bring about an easy path to controlled nuclear fusion. This type of fusion envisioning has the advantage of keeping the two protons and the electrons in the same vicinity, bonded in the same unit throughout the fusion process unlike the case in Sun. The electrostatic repulsive force between protons which has been a stumbling block so far in achieving a controlled fusion is now turned in its favor by exploiting the fascinating properties of water. 展开更多
关键词 Nuclear Fusion CAVITATION Sodium Metal Dissolution Aquous Epsom Solution Hydrogen TRAPPING Spatial CONFINEMENT Electrostatic repulsion
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Unified Understanding of Cosmological Energy Fields: Exploring Gravitation, Repulsion, and More
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作者 Pramod Kumar Agrawal 《Natural Science》 2023年第11期263-284,共22页
First, we develop a unitary process that can explain all four physical activations: electromagnetic wave, electromagnetic force, repulsion, and attraction. Second, it is clarified that cosmological and physical entiti... First, we develop a unitary process that can explain all four physical activations: electromagnetic wave, electromagnetic force, repulsion, and attraction. Second, it is clarified that cosmological and physical entities relate to different levels of existence in the universe and, hence, cannot be considered under the same paradigm. We know that biological entities use physical substances as executants;analogously, physical entities use cosmological substances as executants. Therefore, we have introduced new terms for the cosmological substances used as executants in physical activities. Third, this study introduces the primary elements of the cosmological world, such as visibility, forcibility, fullness, and hollowness, and defines them according to their attributes. This study explains how different combinations and placements of primary elements create different cosmological fields. These fields are used in all physical activations. Finally, we explain the entity model and how all physical activations occur. This study concludes that all physical activations use primary elements and follow the same universal law. Therefore, this study addresses the untouched subject of the creation of repulsion and attraction (gravitation). Furthermore, it addresses several cosmic mysteries that are yet to be resolved. 展开更多
关键词 Cause of Gravitation Cause of repulsion Model of Entity Unified Theory Multi-Disciplinary Approach
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Single-Electrode Electrostatic Repulsion Phenomenon for Remote Actuation and Manipulation
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作者 Wei Tang Dong Yan +5 位作者 Kecheng Qin Xinyu Guo Yiding Zhong Huxiu Xu Huayong Yang Jun Zou 《Research》 2025年第1期333-345,共13页
One of the fundamental principles of electrostatics is that an uncharged object will be attracted to a charged object through electrostatic induction as the two approaches one another.We refer to the charged object as... One of the fundamental principles of electrostatics is that an uncharged object will be attracted to a charged object through electrostatic induction as the two approaches one another.We refer to the charged object as a single electrode and examine the scenario where a positive voltage is applied.Because of electrostatic induction phenomenon,single-electrode electrostatics only generates electrostatic attraction forces.Here,we discover that single-electrode electrostatics can generate electrostatic repulsion forces and define this new phenomenon as single-electrode electrostatic repulsion phenomenon.We investigate the fundamental electrostatic phenomena,giving a curve of electrostatic force versus voltage and then defining 3 regions.Remote actuation and manipulation are essential technologies that are of enormous concern,with tweezers playing an important role.Various tweezers designed on the basis of external fields of optics,acoustics,and magnetism can be used for remote actuation and manipulation,but some inherent drawbacks still exist.Tweezers would benefit greatly from our discovery in electrostatics.On the basis of this discovery,we propose the concept of electrostatic tweezers,which can achieve noncontact and remote actuation and manipulation.Experimental characterizations and successful applications in metamaterials,robots,and manipulating objects demonstrated that electrostatic tweezers can produce large deformation rates(>6,000%),fast actuation(>100 Hz),and remote manipulating distance(~15 cm)and have the advantages of simple device structure,easy control,lightweight,no dielectric breakdown,and low cost.Our work may deepen people's understanding of single-electrode electrostatics and opens new opportunities for remote actuation and manipulation. 展开更多
关键词 electrostatic induction remote actuation single electrode single electrode electrostatics charged object electrostatic repulsion
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Homologous CoS_(2) interface with directed electron transfer and strong chloridion repulsion for efficient seawater oxidation
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作者 Yuan Tian Jiang-Bo Chen +7 位作者 Jie Ying Ge Tian Yu-Xuan Xiao Yi Lu Si-Ming Wu Wei Geng Ling Shen Xiao-Yu Yang 《Science China Chemistry》 2025年第5期1869-1878,共10页
Seawater electrolysis is a highly promising method to produce high energy density hydrogen,especially in dry areas that have scarce freshwater sources.However,application of seawater electrolysis is confronted by two ... Seawater electrolysis is a highly promising method to produce high energy density hydrogen,especially in dry areas that have scarce freshwater sources.However,application of seawater electrolysis is confronted by two major problems associated with catalysts employed for the anodic oxygen evolution reaction(OER)including the competitive hypochlorite evolution reaction(HCER)and strong chloridion(Cl-)triggered corrosion.In studies aimed at overcoming these problems,a facile method has been developed to synthesize a homologous CoS_(2)heterojunction as an OER catalyst.Owing to a difference in work functions at the interface and increased electron density,this material has directed electron transfer and strong chloridion repulsion properties,respectively.Studies have shown that CoS_(2)achieves low overpotentials of 289 and 322 mV at 10 mA cm-2current density in respective alkaline(1 M KOH)and alkaline simulated seawater electrolytes.Moreover,the outstanding stability of CoS_(2)is reflected in a negligible decline in activity during promotion of the OER for 100 h.Results of density functional theory calculations reveal that the homologous CoS_(2)heterojunction promotes directed electron transport for optimizing adsorption/desorption of reactive species and heightens the Cl-adsorption energy for strongly repulsing Cl-,phenomena that enhance OER performance in alkaline simulated seawater. 展开更多
关键词 metal sulfide homologous heterojunction directed transfer chloride ion repulsion seawater electrolysis
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Unidirectional gene delivery electrospun fibrous membrane via charge repulsion for tendon repair
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作者 Jingwen Liu Liang Chen +6 位作者 Zhenyu Sun Zaijin Tao Volotovski Pavel Yusheng Li Fei Wang Wenguo Cui Shen Liu 《Bioactive Materials》 SCIE CSCD 2024年第7期191-205,共15页
Gene therapy is capable of efficiently regulating the expression of abnormal genes in diseased tissues and expected to be a therapeutic option for refractory diseases.However,unidirectional targeting gene therapy is a... Gene therapy is capable of efficiently regulating the expression of abnormal genes in diseased tissues and expected to be a therapeutic option for refractory diseases.However,unidirectional targeting gene therapy is always desired at the tissue interface.In this study,inspired by the principle that like charges repulse each other,a positively charged micro-nano electrospun fibrous membrane with dual-layer structure was developed by electrospinning technology to achieve unidirectional delivery of siRNA-loaded cationic nanocarriers,thus realizing unidirectional gene therapy at the tendon-paratenon interface.Under the charge repulsion of positively charged layer,more cationic COX-2 siRNA nanocarriers were enriched in peritendinous tissue,which not only improved the bioavailability of the gene drug to prevent the peritendinous adhesion formation,but also avoided adverse effects on the fragile endogenous healing of tendon itself.In summary,this study provides an innovative strategy for unidirectional targeting gene therapy of tissue interface diseases by utilizing charge repulsion to facilitate unidirectional delivery of gene drugs. 展开更多
关键词 Unidirectional delivery Charge repulsion Gene therapy Tendon repair
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改进YOLOv8的密集行人检测算法
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作者 段警韦 陈亮 +2 位作者 李雪 刘蒙蒙 刘晋宇 《计算机与现代化》 2025年第10期24-31,共8页
为解决密集行人场景中由于背景复杂、人员密集、暗光环境和部分遮挡等原因造成密集行人检测中出现的漏检和错检问题,本文提出一种基于YOLOv8n优化的密集行人检测算法。该算法在主干网络中使用高效的GSConv卷积替换原有的卷积块,实现模... 为解决密集行人场景中由于背景复杂、人员密集、暗光环境和部分遮挡等原因造成密集行人检测中出现的漏检和错检问题,本文提出一种基于YOLOv8n优化的密集行人检测算法。该算法在主干网络中使用高效的GSConv卷积替换原有的卷积块,实现模型在保持识别精度的同时降低模型的计算量,并且使用GSConv卷积使得模型可以在普通的GPU上高效运行。将模型的特征融合网络替换为SlimNeck轻量级特征融合模块,通过减少特征通道的数量,提高模型的检测精度和检测速度。在特征提取网络中嵌入EMA注意力机制,增强模型对全局和局部信息的捕捉从而减少密集行人场景下出现的误检和漏检。采用Repulsion损失函数,以更好地处理密集行人检测中的重叠和近邻行人遮挡,减少目标之间的重叠和干扰,优化边界框回归。在CrowdHuman数据集上进行训练验证,实验结果表明改进后的YOLOv8模型相对于基线模型mAP值提升了4.5个百分点,在密集、遮挡、小目标、暗光环境下的可视化检测结果也优于基线模型。为密集行人检测提供了一种高效且鲁棒的解决方案。 展开更多
关键词 YOLOv8 复杂场景 密集行人识别 repulsion损失函数 目标检测 Slim-Neck
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基于Star_YOLOv8的水下珍品检测方法研究
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作者 夏建军 高定国 许松涛 《现代电子技术》 北大核心 2025年第9期28-35,共8页
为有效实现水下图像各类珍品快速精准检测,解决水下珍品检测存在遮挡、精度不高及其推理速度慢等问题。文中提出一种基于Star_YOLOv8的水下珍品检测算法。首先,在主干网络融合C2f_StarNB模块有效地捕捉水下图像珍品特征,并实现模型的轻... 为有效实现水下图像各类珍品快速精准检测,解决水下珍品检测存在遮挡、精度不高及其推理速度慢等问题。文中提出一种基于Star_YOLOv8的水下珍品检测算法。首先,在主干网络融合C2f_StarNB模块有效地捕捉水下图像珍品特征,并实现模型的轻量化快速检测;其次,加入EMA注意力实现通道和空间特征的融合,提升水下图像不同尺度珍品特征的交叉注意力计算效率,减少噪声带来的影响,改善水下图像复杂场景及多尺度目标的显著性特征表达和检测精度;最后,引入动态聚焦Repulsion Loss损失函数,提高模型的收敛能力以及对多尺度分布遮挡珍品的整体检测效果。为验证改进方法的有效性,在水下珍品数据集上展开实验验证,以mAP@0.5指标验证融入的轻量化和注意力方面均优于其他方法,分别取得了8%和9.4%的提升。此外,相较于之前先进的水下珍品检测方法,该方法在mAP@0.5指标上达到0.863的检测性能。实验结果表明,所提方法在水下图像各类珍品的检测精度、速度等模型性能方面有一定提升。 展开更多
关键词 YOLOv8 水下珍品 目标检测 StarNet 注意力机制 repulsion Loss损失函数
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