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Three-dimensional carbon microclusters organized by hollow carbon nanospheres for stable Li metal anodes:enabling high packing density and low tortuosity via self-assembly 被引量:1
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作者 Du Yeol Jo Jae Bong Lim +2 位作者 Jin Koo Kim Yun Chan Kang Seung-Keun Park 《Rare Metals》 2025年第1期95-109,共15页
Recently,hollow carbon nanospheres(HCSs)have garnered significant attention as potential Li metal hosts owing to their unique large voids and ease of fabrication.However,similar to other nanoscale hosts,their practica... Recently,hollow carbon nanospheres(HCSs)have garnered significant attention as potential Li metal hosts owing to their unique large voids and ease of fabrication.However,similar to other nanoscale hosts,their practical performance is limited by inhomogeneous agglomeration,increased binder requirements,and high tortuosity within the electrode.To overcome these problems and high tortuosity within the electrode,this study introduces a pomegranate-like carbon microcluster composed of primary HCSs(P-CMs)as a novel Li metal host.This unique nanostructure can be easily prepared using the spray-drying technique,enabling its mass production.Comprehensive analyses with various tools demonstrate that compared with HCS hosts,the P-CM host requires a smaller amount of binder to fabricate a sufficiently robust and even surface electrode.Furthermore,owing to reduced tortuosity,the well-designed P-CM electrode can provide continuous and shortened pathways for electron/ion transport,accelerating the Li-ion transfer kinetics and prohibiting preferential Li plating at the upper region of the electrode.Due to these characteristics,Li metal can be effectively encapsulated in the large inner voids of the primary HCSs constituting the P-CM,thereby enhancing the electrochemical performance of P-CM hosts in Li metal batteries.Specifically,the Coulombic efficiency of the P-CM host can be maintained at 97%over 100 cycles,with a high Li deposition areal capacity of 3 mAh·cm^(-2)and long cycle life(1000 h,1 mA·cm^(-2),and 1.0 mAh·cm^(-2)).Furthermore,a full cell incorporating a LiFePO4 cathode exhibits excellent cycle life. 展开更多
关键词 Li metal host Hollow carbon nanosphere Carbon microclusters self-assembly TORTUOSITY Spray drying
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Self-Assembly of Highly Stable Nanoparticles by Amphiphilic Glycolurils for Efficient Intracellular Short DNA Delivery
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作者 Guo Congying Gao Rui +4 位作者 Li Qian Wang Hui Zhang Danwei Zhou Wei Li Zhan-Tingo 《有机化学》 北大核心 2025年第8期2945-2952,共8页
Four glycoluril-based amphiphilic molecular clips(AMCs)M1~M4 have been prepared for intracellular delivery of short DNA.M1~M4 have two methyl groups on its convex surface and four cations on its aromatic side arm,whic... Four glycoluril-based amphiphilic molecular clips(AMCs)M1~M4 have been prepared for intracellular delivery of short DNA.M1~M4 have two methyl groups on its convex surface and four cations on its aromatic side arm,which can be used to construct self-assembled nanoparticles in aqueous solution driven by hydrophobic interaction.Dynamic light scattering experiments show that M1 and M2 can be driven hydrophobically to aggregate into extremely stable nanoparticles in water at the micromolar concentrations.Fluorescence titration and zeta potential experiments support that the nanoparticles formed by M1 and M2 are able to efficiently encapsulate short DNA(sDNA).Fluorescence imaging and flow cytometry studies reveal that their nano sizes enable intracellular delivery of the encapsulated sDNA into both normal and cancer cells,with delivery percentage reaching up to 94%,while in vitro experiments indicate that the two compounds have excellent biocompatibility and low cytotoxicity. 展开更多
关键词 self-assembly GLYCOLURIL AMPHIPHILICITY NANOPARTICLE DNA delivery
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Interface self-assembly of plasmonic nanolayer for sensitive detection of heavy metals in water using NELIBS
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作者 Yuying Zhu Yuanchao Liu +7 位作者 Siyi Xiao Chen Niu Condon Lau Zhe Li Zebiao Li Binbin Zhou Zongsong Gan Lianbo Guo 《Nano Materials Science》 2025年第3期340-348,共9页
Nowadays,high-stable and ultrasensitive heavy metal detection is of utmost importance in water quality monitoring.Nanoparticle-enhanced laser-induced breakdown spectroscopy(NELIBS)shows high potential in hazardous met... Nowadays,high-stable and ultrasensitive heavy metal detection is of utmost importance in water quality monitoring.Nanoparticle-enhanced laser-induced breakdown spectroscopy(NELIBS)shows high potential in hazardous metal detection,however,encounters unstable and weak signals due to nonuniform distribution of analytes.Herein,we developed an interface self-assembly(ISA)method to create a uniformly distributed gold nanolayer at a liquid-liquid interface for positive heavy metal ions capture and NELIBS analysis.The electrostatically selfassembled Au nanoparticles(NPs)-analytes membrane was prepared at the oil-water interface by injecting ethanol into the mixture of cyclohexane and Au NPs-analytes water solution.Then,the interface self-assembled Au NPs-analytes membrane was transformed onto a laser-processed superhydrophilic Si slide for detection.Three heavy metals(cadmium(Cd),barium(Ba),and chromium(Cr))were analyzed to evaluate the stability and sensitivity of the ISA method for NELIBS.The results(Cd:RSD=3.6%,LoD=0.654 mg/L;Ba:RSD=3.4%,LoD=0.236 mg/L;Cr:RSD=7.7%,LoD=1.367 mg/L)demonstrated signal enhancement and high-stable and ultrasensitive detection.The actual sample detection(Cd:RE=7.71%,Ba:RE=6.78%)illustrated great reliability.The ISA method,creating a uniform distribution of NP-analytes at the interface,has promising prospects in NELIBS. 展开更多
关键词 INTERFACE self-assembly NELIBS Hazardous metal Ultrasensitive detection
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Mesoscopic Simulation on Self-assembly of Diphenylalanine-based Analogue with Ethylenediamine Linker
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作者 Xin-Yi Zhao Si-Qi Sun +3 位作者 Ning Zhou Xiao-Jun Xu Yan Wang Ting-Ting Sun 《Chinese Journal of Polymer Science》 2025年第4期666-676,共11页
Diphenylalanine and its analogs cause many concerns owing to their perfect self-assembly properties in the fields of biology,medicine,and nanotechnology.Experimental research has shown that diphenylalanine-based analo... Diphenylalanine and its analogs cause many concerns owing to their perfect self-assembly properties in the fields of biology,medicine,and nanotechnology.Experimental research has shown that diphenylalanine-based analogs with ethylenediamine linkers(PA,P=phenylalanine,and A=analog)can self-assemble into spherical assemblies,which can serve as novel anticancer drug carriers.In this work,to understand the assembly pathways,drug loading behavior,and formation mechanism of PA aggregates at the molecular level,we carried out dissipative particle dynamics(DPD)simulations of PA molecule systems.Our simulation results demonstrate that PA molecules spontaneously assemble into nanospheres and can self-assemble into drug-loaded nanospheres upon addition of the cancer chemotherapeutic agent doxorubicin(DOX).We also found that the hydrophobic side chain beads of PA molecules exhibited a unique onion-like distribution inside the nanospheres,which was not observed in the experiment.The onion-like nanospheres were verified by calculating the radial distribution function(RDF)of the DPD beads.Furthermore,based on the analysis of the percentages of different interaction components in the total nonbonded energies,main chain-side chain interactions between PA molecules may be important in the formation of onion-like nanospheres,and the synergistic effects of main chain-side chain,main chain-drug,side chain-drug,and main chain-solvent interactions are significant in the formation of drug-loaded nanospheres.These findings provide new insights into the structure and self-assembly pathway of PA assemblies,which may be helpful for the design of efficient and effective drug delivery systems. 展开更多
关键词 Diphenylalanine-based analogue self-assembly Drug delivery
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Ionic exchange based intracellular self-assembly of pitaya-structured nanoparticles for tumor imaging
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作者 Hao Zhang Hao Liu +5 位作者 Ke Huang Qingxiu Xia Hongjie Xiong Xiaohui Liu Hui Jiang Xuemei Wang 《Chinese Chemical Letters》 2025年第6期305-309,共5页
The potential of metal nanoclusters in biomedical applications is limited due to aggregation-caused quenching(ACQ).In this study,an in situ self-assembled pitaya structure was proposed to obtain stable fluorescence em... The potential of metal nanoclusters in biomedical applications is limited due to aggregation-caused quenching(ACQ).In this study,an in situ self-assembled pitaya structure was proposed to obtain stable fluorescence emission through protein coronas-controlled distance between gold nanoclusters(Au NCs).Interestingly,the gold ion complexes coated with proteins of low isoelectric point(pI)nucleate at the secondary structure of proteins with high p I through ionic exchange within cells,generating fluorescent Au NCs.It is worth noting that due to the steric hindrance formed by the protein coronas on the surface of Au NCs,the distance between Au NCs can be controlled,avoiding electron transfer caused by close proximity of Au NCs and inhibiting fluorescence ACQ.This strategy can achieve fluorescence imaging of clinical tissue samples without observable side effects.Therefore,this study proposes a distance-controllable self-assembled pitaya structure to provide a new approach for Au NCs with stable fluorescence. 展开更多
关键词 Fluorescence self-assembly BIOMINERALIZATION Au nanoclusters Protein coronas
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A strategy for selective extraction of lanthanides based on self-assembly with MPyEDChDGA from nitric acid solution
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作者 Miaomiao Zhang Zhen Yang +5 位作者 Heng Zhao Chengjin Xu Xiaolei Liu Guoxin Sun Xiujing Peng Yu Cui 《Journal of Rare Earths》 2025年第9期1955-1963,共9页
The development of new and efficient extractants plays a key role in the separation and recovery of rare earth elements.In this pape r,the extractant(N,N-methyl py ridineethyl-N',N'-dicyclohexyl-3-oxadiglycola... The development of new and efficient extractants plays a key role in the separation and recovery of rare earth elements.In this pape r,the extractant(N,N-methyl py ridineethyl-N',N'-dicyclohexyl-3-oxadiglycolamide,MPyEDChDGA) with a new structure was synthesized,and the pyridine group was successfully grafted onto the 3-oxadiglycolamide structure.Using MPyEDChDGA for efficient enrichment of rare earth ions,the self-assembled solids were recovered by simple filtration without further backextraction and final precipitation,achieving a one-step strategy for the recovery of rare earth ions.Several important parameters affecting the self-assembly extraction,including pH,diluent,temperature,and extractant concentration,were systematically evaluated using La(NO_(3))_(3),Tb(NO_(3))_(3),and Lu(NO_(3))_(3) as representatives.The self-assembled solids were investigated in detail by X-ray diffraction(XRD),scanning electron microscopy(SEM),1H nuclear magnetic resonance(1H NMR),Fourier transform infrared spectroscopy(FT-IR),Raman,and X-ray photoelectron spectroscopy(XPS) analyses.The stoichiometry of the extraction species was characterized using the Job's method and electrospray ionization mass spectrometry(ESI-MS).In addition,MPyEDChDGA was applied to the recovery of Sm in SmCoCu simulated liquid,and the results show that MPyEDChDGA has good selectivity of Sm from transition metals(Co,Cu).The separation factor of Sm/Co can reach 6281±117,which provides a new approach to recovering Sm from SmCoCu scrap magnets.This study presents an efficient and convenient new strategy for the recovery and separation of rare earth elements. 展开更多
关键词 Rare earths EXTRACTION self-assembly SEPARATION HNO_(3)
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Insight into the Solution Self-Assembly of Amphiphilic Asymmetric Brush Copolymers via Computer Simulations
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作者 Wei-Ting Zeng Wei-Sheng Feng +3 位作者 Xing Zhang Yuan Yao Bin-Bin Xu Shao-Liang Lin 《Chinese Journal of Polymer Science》 2025年第1期132-140,I0010,共10页
Amphiphilic asymmetric brush copolymers(AABCs)possess unique self-assembly behaviors owing to their asymmetric brush architecture and multiple functionalities of multicomponent side chains.However,the synthesis of AAB... Amphiphilic asymmetric brush copolymers(AABCs)possess unique self-assembly behaviors owing to their asymmetric brush architecture and multiple functionalities of multicomponent side chains.However,the synthesis of AABCs presents challenges,which greatly limits the exploration of their self-assembly behaviors.In this work,we employed dissipative particle dynamics(DPD)simulations to investigate the self-assembly behaviors of AABCs in selective solution.By varying the copolymer concentration and structure,we conducted the self-assembly phase diagrams of AABCs,revealing complex morphologies such as channelized micelles with one or more solvophilic channels.Moreover,the number,surface area,and one-dimensional density distribution of the channelized micelles were calculated to demonstrate the internal structure and morphological transformation during the self-assembly process.Our findings indicate that the morphology of the internal solvophilic channels is greatly influenced by the copolymer structure,concentration,and interaction parameters between the different side chains.The simulation results are consistent with available experimental observations,which can offer theoretical insights into the self-assembly of AABCs. 展开更多
关键词 Dissipative particle dynamics Brush copolymer self-assembly Channelized micelle
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Hierarchical self-assembly of fluorinated poly-N-heterocyclic carbene pillarplexes with anions
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作者 Ming-Ming Gan Zi-En Zhang +2 位作者 Xin Li F.Ekkehardt Hahn Ying-Feng Han 《Chinese Chemical Letters》 2025年第10期588-592,共5页
The precise control over the hierarchical self-assembly of sophisticated structures with comparable complexities and functions relying on the modulation of basic building blocks is elusive and highly desirable.Here,we... The precise control over the hierarchical self-assembly of sophisticated structures with comparable complexities and functions relying on the modulation of basic building blocks is elusive and highly desirable.Here,we report a fluorinated N-heterocyclic carbene(NHC)–based pillarplex with a tunable quaternary structure,employed as an efficient building block for constructing hierarchical superstructures.Initially,multiple noncovalent interactions in the NHC-based pillarplex,particularly those between the fluorinated pillarplex and PF_(6)-anions,induce the formation of a supramolecular gel at high concentrations.Additionally,this hierarchical self-assembled structure can be regulated by adjusting anion types,facilitating the controlled transformation from a supramolecular gel into a supramolecular channel upon the introduction of four monocarboxylic acids as anions.The study provides insight into the construction and controlled regulation of superstructures based on NHC-based pillarplexes. 展开更多
关键词 Hierarchical self-assembly N-Heterocyclic carbene Pillarplex Supramolecular gel Supramolecular channel
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Structural Difference in the Core-forming Block Reshapes RAFT-mediated Polymerization-induced Self-assembly
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作者 Yue-Xi Zhan Li Zhang +1 位作者 Chun Feng Jian-Bo Tan 《Chinese Journal of Polymer Science》 2025年第3期429-438,共10页
Polymerization-induced self-assembly(PISA)has become one of the most versatile approaches for scalable preparation of linear block copolymer nanoparticles with various morphologies.However,the controlled introduction ... Polymerization-induced self-assembly(PISA)has become one of the most versatile approaches for scalable preparation of linear block copolymer nanoparticles with various morphologies.However,the controlled introduction of branching into the core-forming block and the effect on the morphologies of block copolymer nanoparticles under PISA conditions have rarely been explored.Herein,a series of multifunctional macromolecular chain transfer agents(macro-CTAs)were first synthesized by a two-step green light-activated photoiniferter polymerization using two types of chain transfer monomers(CTMs).These macro-CTAs were then used to mediate reversible addition-fragmentation chain transfer(RAFT)dispersion polymerization of styrene(St)to prepare block copolymers with different core-forming block structures and the assemblies.The effect of the core-forming block structure on the morphology of block copolymer nanoparticles was investigated in detail.Transmission electron microscopy(TEM)analysis indicated that the brush-like core-forming block structure facilitated the formation of higher-order morphologies,while the branched core-forming block structure favored the formation of lower-order morphologies.Moreover,it was found that using macroCTAs with a shorter length also promoted the formation of higher-order morphologies.Finally,structures of block copolymers and the assemblies were further controlled by changing the structure of macro-CTA or using a binary mixture of two different macro-CTAs.We expect that this work not only sheds light on the synthesis of block copolymer nanoparticles but also provide important mechanistic insights into PISA of nonlinear block copolymers. 展开更多
关键词 Polymerization-induced self-assembly RAFT polymerization Block copolymer nanoparticles Branched structure
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A design for an antiferromagnetic material based on self-assembly for information storage
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作者 Si-Yan Gao Yi-Feng Zheng +2 位作者 Shu-Qiang He Haiping Fang Yue-Yu Zhang 《Chinese Physics B》 2025年第6期565-571,共7页
Antiferromagnetic(AFM)spintronics have sparked extensive research interest in the field of information storage due to the considerable advantages offered by antiferromagnets,including non-volatile data storage,higher ... Antiferromagnetic(AFM)spintronics have sparked extensive research interest in the field of information storage due to the considerable advantages offered by antiferromagnets,including non-volatile data storage,higher storage density,and accelerating data processing.However,the manipulation and detection of internal AFM order in antiferromagnets hinders their applications in spintronic devices.Here,we proposed a design idea for an AFM material that is self-assembled from one-dimensional(1D)ferromagnetic(FM)chains.To validate this idea,we screened a two-dimensional(2D)selfassembled CrBr_(2)antiferromagnet of an AFM semiconductor from a large amount of data.This 2D CrBr_(2)antiferromagnet is composed of 1D FM CrBr_(2)chains that are arranged in a staggered and parallel configuration.In this type of antiferromagnet,the write-data operation of information is achieved in 1D FM chains,followed by a self-assembly process driving the assembly of 1D FM chains into an antiferromagnet.These constituent 1D FM chains become decoupled by external perturbations,such as heat,pressure,strain,etc.,thereby realizing the read-data operation of information.We anticipate that this antiferromagnet,composed of 1D FM chains,can be realized not only in the 1D to 2D system,but also is expected to expand to 2D to three-dimensional(3D)system,and even 1D to 3D system. 展开更多
关键词 information storage self-assembly 2D antiferromagnet 1D FM chains
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Coarse-grained molecular dynamics simulations on self-assembly of polystyrene-block-poly(2-vinylpyridine)
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作者 Daiwen Li Shoutian Qiu +6 位作者 Gan Liu Ming Liu Mingjie Wei Shipeng Sun Weihong Xing Xiaohua Lu Yong Wang 《Chinese Journal of Chemical Engineering》 2025年第7期15-25,共11页
Self-assembly of block copolymers(BCPs)is highly intricate and is adsorbing extensive experimental and simulation efforts to reveal it for maximizing structural order and device performances.The coarse-grained(CG)mole... Self-assembly of block copolymers(BCPs)is highly intricate and is adsorbing extensive experimental and simulation efforts to reveal it for maximizing structural order and device performances.The coarse-grained(CG)molecular dynamics(MD)simulation offers a microscopic angle to view the self-assembly of BCPs.Although some molecular details are sacrificed during CG processes,this method exhibits remarkable computational efficiency.In this study,a comprehensive CG model for polystyrene-block-poly(2-vinylpyridine),PS-b-P2VP,one of the most extensively studied BCPs for its high Flory-Huggins interaction parameter,is constructed,with parameters optimized using target values derived from all-atom MD simulations.The CG model precisely coincides with various classical self-assembling morphologies observed in experimental studies,matching the theoretical phase diagrams.Moreover,the conformational asymmetry of the experimental phase diagram is also clearly revealed by our simulation results,and the phase boundaries obtained from simulations are highly consistent with experimental results.The CG model is expected to extend to simulate the self-assembly behaviors of other BCPs in addition to PS-b-P2VP,thus increasing understanding of the microphase separation of BCPs from the molecular level. 展开更多
关键词 Block copolymers self-assembly Martini force field POLYMERS Computer simulation Molecular simulation
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Water as a probe for the temperature-induced self-assembly transition of an amphiphilic copolymer
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作者 Changlin Su Wensheng Cai Xueguang Shao 《Chinese Chemical Letters》 2025年第4期611-615,共5页
The hydration state of amphiphilic block copolymers during the self-assembly transition is closely related to the structure and properties of copolymers. In this study, the temperature-induced self-assembly of copolym... The hydration state of amphiphilic block copolymers during the self-assembly transition is closely related to the structure and properties of copolymers. In this study, the temperature-induced self-assembly of copolymer poly(N,N-dimethylacrylamide)-poly(diacetone acrylamide)(PDMAA_(30)-PDAAM_(60))_(2)in aqueous solution was monitored by near-infrared spectroscopy with water as a probe. The wavelet packet transform was employed to improve the spectral resolution. The spectral information of hydrated water surrounding the hydrophilic PDMAA and hydrophobic PDAAM blocks was then extracted, revealing the significant roles of water in morphological transition of the copolymer from spherical to worm-like micelles. Specifically, water molecules interacting with N atoms and C=O groups of the hydrophilic block gradually decrease during the morphological transition, while hydrogen-bond structures NH–CO of the hydrophobic block gradually break, bringing more water molecules into contact with the hydrophobic block. This work provides a foundation for exploring the role of water molecules during the self-assembly transition of complex block copolymers. 展开更多
关键词 Amphiphilic block copolymers Near-infrared spectroscopy Wavelet packet transform Temperature-induced self-assembly Morphological transition
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Coating colloidal particles with a well-defined polymer layer by surface-initiated photoinduced polymerization-induced self-assembly and the subsequent seeded polymerization
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作者 Bing Niu Honggao Huang +2 位作者 Liwei Luo Li Zhang Jianbo Tan 《Chinese Chemical Letters》 2025年第2期185-189,共5页
Core-shell colloidal particles with a polymer layer have broad applications in different areas.Herein,we developed a two-step method combining aqueous surface-initiated photoinduced polymerization-induced self-assembl... Core-shell colloidal particles with a polymer layer have broad applications in different areas.Herein,we developed a two-step method combining aqueous surface-initiated photoinduced polymerization-induced self-assembly and photoinduced seeded reversible addition-fragmentation chain transfer(RAFT)polymerization to prepare a diverse set of core-shell colloidal particles with a well-defined polymer layer.Chemical compositions,structures,and thicknesses of polymer layers could be conveniently regulated by using different types of monomers and feed[monomer]/[chain transfer agent]ratios during seeded RAFT polymerization. 展开更多
关键词 Core-shell colloidal particles Surface-initiated polymerization Photoinduced polymerization-induced self-assembly Seeded polymerization RAFT polymerization
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Self-assembly of a cyclo-pentapeptide with a novel frame structure
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作者 Fadeng Yang Pengli Zhang +11 位作者 Jianbo Liu Chuan Wan Jinming Sun Chuan Dai Zhihong Liu Yuhao An Yujie Wu Yun Xing Feng Yin Yuxin Ye Wei Han Zigang Li 《Chinese Chemical Letters》 2025年第9期280-286,共7页
Developing novel building blocks with predictable side-chain orientations and minimal intramolecular interactions is essential for peptide-based self-assembling materials.Traditional structures likeα-helices andβ-sh... Developing novel building blocks with predictable side-chain orientations and minimal intramolecular interactions is essential for peptide-based self-assembling materials.Traditional structures likeα-helices andβ-sheets rely on such interactions for stability,limiting control over exposed interacting moieties.Here,we reported a novel,frame-like peptide scaffold that maintains exceptional stability without intramolecular interactions.This structure exposes its backbone and orients side chains for hierarchical self-assembly into micron-scale cubes.By introducing mutations at specific sites,we controlled packing orientations,offering new options for tunable self-assembly.Our scaffold provides a versatile platform for designing advanced peptide materials,with applications in nanotechnology and biomaterials. 展开更多
关键词 Peptide based self-assembly Cyclo-pentapeptide Rigid frame-like structure Hierarchical packing Chiral center induced conformation
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光影智绘:基于SAM的视频阴影鲁棒抽取
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作者 陈东 李昌隆 +2 位作者 杜振龙 宋爽 李晓丽 《图学学报》 北大核心 2025年第4期739-745,共7页
针对传统方法对于光照变化和物体遮挡引起复杂的、动态变化阴影处理易致阴影检测的准确率和鲁棒性较低问题,提出了一种基于分割万物模型(SAM)的视频阴影检测方法,对SAM解码器进行微调,使其更适合阴影检测;利用SAM提取关键帧阴影区域,引... 针对传统方法对于光照变化和物体遮挡引起复杂的、动态变化阴影处理易致阴影检测的准确率和鲁棒性较低问题,提出了一种基于分割万物模型(SAM)的视频阴影检测方法,对SAM解码器进行微调,使其更适合阴影检测;利用SAM提取关键帧阴影区域,引入XMem模型,结合感觉记忆、短时记忆和长时记忆联合前后帧信息,给出优化和稳定视频阴影检测结果。实验结果表明:在ViSha数据集的阴影实验结果与传统方法相比,该方法的均值绝对误差降低了约31.8%,交并比提升了约19.7%;定性和定量结果表明本方法不仅提升了视频阴影处理的准确率,并表现出较好的鲁棒性。 展开更多
关键词 阴影检测 语义分割 视频对象分割 sam XMem
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SABM:一种蝴蝶生态图像分割的增强SAM模型
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作者 谢娟英 兰翔 许升全 《陕西师范大学学报(自然科学版)》 北大核心 2025年第6期1-14,共14页
通过分割生态图像中蝴蝶获得蝴蝶掩码是基于生态图像的蝴蝶物种自动化识别的基础,因此研究蝴蝶生态图像分割有重要意义。然而,现有蝴蝶生态图像存在数据集样本量小、蝴蝶拟态、翅膀遮挡等问题,使现有深度网络难以训练出具有良好泛化能... 通过分割生态图像中蝴蝶获得蝴蝶掩码是基于生态图像的蝴蝶物种自动化识别的基础,因此研究蝴蝶生态图像分割有重要意义。然而,现有蝴蝶生态图像存在数据集样本量小、蝴蝶拟态、翅膀遮挡等问题,使现有深度网络难以训练出具有良好泛化能力的分割模型。为此,通过改进SAM(segment anything model)模型,提出一种鲁棒的蝴蝶生态图像分割新模型SABM(segment any butterfly model)。SABM模型通过引入双路卷积模块、蝴蝶词元(butterfly token)及一个3层MLP(multi-layer perceptron)使模型具有更好的特征学习能力。707张蝴蝶生态图像数据集的2折交叉验证实验表明,SABM模型对蝴蝶生态图像的分割能力超越了SAM及其现有的改进SOTA模型。7645张全新蝴蝶生态图像数据集的分割实验测试发现,SABM模型具有非常好的泛化性能,对7645张全新蝴蝶生态图像的蝴蝶实现了非常好的分割。该分割结果为未来的蝴蝶生态图像分割研究提供了10倍于现有数据的大数据集,为野外环境下的蝴蝶物种自动识别提供了更好的可用数据,也为测试聚类算法性能提供了富有挑战性的数据集。另外,还在医学图像数据测试了SABM模型的鲁棒性。 展开更多
关键词 蝴蝶分割 双路卷积 sam SABM 图像分割
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基于大幅面SAM的遥感影像建筑物提取研究 被引量:1
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作者 赫晓慧 吴凯旋 +2 位作者 李盼乐 乔梦佳 程淅杰 《时空信息学报》 2025年第2期148-157,共10页
主流语义分割方法多针对小尺寸影像,而遥感影像通常覆盖地表范围广,现有研究在处理遥感影像时普遍面临分块拼接误差导致的空间特征关联性丢失与计算效率低等挑战。因此,基于SAM(segmentanything model),本文提出一种大幅面SAM(large sca... 主流语义分割方法多针对小尺寸影像,而遥感影像通常覆盖地表范围广,现有研究在处理遥感影像时普遍面临分块拼接误差导致的空间特征关联性丢失与计算效率低等挑战。因此,基于SAM(segmentanything model),本文提出一种大幅面SAM(large scale SAM,LS-SAM)遥感影像建筑物提取方法。首先,构建异构特征编码器来融合卷积神经网络局部提取能力与SAM全局提取优势,通过全局和局部信息的融合有效解决SAM局部特征表达不足问题;其次,设计空间多尺度Adapt Former模块,以增强SAM的多尺度特征提取能力,使得能够学习不同尺度的特征来提高语义分割的准确性;为了减少遥感影像处理过程中出现的内存占用过多和检索分块拼接所带来的误差,设置动态训练策略;最后,基于公开数据集进行验证,并与已有方法进行比较评价。结果表明,本文方法在数据集IAILD的表现优秀,在两种随机裁剪尺寸情况下,平均交并比呈现最优和次优;其中,在1024个像素×1024个像素尺寸时,m Io U达到86.5%,相较于BuildFormer的82.38%、SAM的76.98%,分别提升了3.12%、9.52%。 展开更多
关键词 深度学习 建筑物提取 sam 位置编码生成器 CNN
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基于Stone-SAM的便携式粗集料级配智能检测
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作者 张鸿 杨俊雅 +2 位作者 刘可心 张益鹏 程雪聪 《建筑材料学报》 北大核心 2025年第6期581-590,共10页
为实现精确的粗集料级配检测,提出了一种便携式粗集料级配智能检测方法。采用知识蒸馏的策略对视觉大模型——分割一切模型(SAM)进行网络结构轻量化,嵌入神经网络分类器PP-HGNetV2为模型提供语义判断的能力,设计粗集料颗粒特征参数数学... 为实现精确的粗集料级配检测,提出了一种便携式粗集料级配智能检测方法。采用知识蒸馏的策略对视觉大模型——分割一切模型(SAM)进行网络结构轻量化,嵌入神经网络分类器PP-HGNetV2为模型提供语义判断的能力,设计粗集料颗粒特征参数数学表征算法,开发移动端应用程序,实现粗集料级配高通量检测。对5种粗集料级配场景进行测试。结果表明:本研究方法对于粗集料颗粒的分割精度高于原始SAM模型,并且能够精确去除背景信息,粗集料颗粒关键参数提取结果准确可靠。 展开更多
关键词 分割一切模型(sam) 粗集料级配 智能检测 移动端 工程检测
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基于SAM模型进行牙槽窝CBCT测量的初步研究
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作者 樊林峰 宋忠臣 +1 位作者 张楚南 艾松涛 《上海口腔医学》 2025年第4期433-439,共7页
目的:评估基于深度学习技术开发的锥形束CT(CBCT)图像上自动测量牙槽窝的工具,比较其与人工测量的准确性,验证其有效性和可行性。方法:纳入29例成年患者(男11例,女18例),平均年龄(31.31±13.77)岁。入组时均行CBCT检查,提取(5-5)牙... 目的:评估基于深度学习技术开发的锥形束CT(CBCT)图像上自动测量牙槽窝的工具,比较其与人工测量的准确性,验证其有效性和可行性。方法:纳入29例成年患者(男11例,女18例),平均年龄(31.31±13.77)岁。入组时均行CBCT检查,提取(5-5)牙位共427个横断面进行牙槽窝颊舌向骨量测量。开发一种新的基于SAM模型(Segment Anything Model)的交互式分割和测量工具,将其用于CBCT的牙槽窝尺寸评估。通过建立测试集和验证集,分别进行牙槽窝横断面颊舌侧骨量的人工测量和自动测量,并进行数据比较。结果:CBCT自动测量方法与人工测量之间具有显著的相关性和一致性,测试集回归分析的决定系数(R~2)为0.942,验证集测量误差主要集中在-0.43~0.47 mm之间,Pearson相关系数为0.9746(P<0.001)。结论:本研究通过深度学习,开发了一种基于SAM的CBCT的自动测量工具,准确性高,显著提高了牙槽窝测量的效率。 展开更多
关键词 sam 锥形束CT 横断面 牙槽窝 自动测量
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混合SAM改善钙钛矿太阳能电池空穴传输能力
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作者 张琳 关雪峰 +2 位作者 方兴 林梦豪 林杰 《电子测量技术》 北大核心 2025年第16期132-141,共10页
针对反式钙钛矿太阳能电池中MeO-2PACz自组装单分子层因HOMO能级失配导致界面空穴传输势垒等问题,本研究提出一种混合SAM界面工程策略,通过将MeO-2PACz与偶极矩更大的Me-4PACz以特定比例复合,优化氧化镍空穴传输层的能级排列与缺陷钝化... 针对反式钙钛矿太阳能电池中MeO-2PACz自组装单分子层因HOMO能级失配导致界面空穴传输势垒等问题,本研究提出一种混合SAM界面工程策略,通过将MeO-2PACz与偶极矩更大的Me-4PACz以特定比例复合,优化氧化镍空穴传输层的能级排列与缺陷钝化能力。实验表明,当Me-4PACz体积占比为10%时,M-SAM/NiO_(x)复合层可显著提升界面电荷提取效率,并诱导钙钛矿薄膜形成致密晶体结构。基于此,所制备的p-i-n结构PSCs实现了1.079 V的开路电压、24.23 mA/cm^(2)的短路电流密度及0.79的填充因子,光电转换效率从18.7%提升至20.76%。 展开更多
关键词 MeO-2PACz 混合sam 钙钛矿太阳能电池
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