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Lattice activation for air deposition of micrometer-grain Pb-Sn perovskite film realizing efficient and stable ideal-bandgap solar cells
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作者 Xiaojia Zhao Weiyin Gao +7 位作者 Jianxiong Yang Zelin Wang Zhenhuang Su Lingfeng Chao He Dong Xingyu Gao Yonghua Chen Chenxin Ran 《Journal of Energy Chemistry》 2025年第9期808-818,I0021,共12页
Lead-tin(Pb-Sn)perovskites with an ideal bandgap of 1.34-1.40 eV show great promise in perovskite solar cells(PSCs).Recently,to address the environmental pollution and Sn^(2+)oxidation problems of dimethyl sulfoxide,m... Lead-tin(Pb-Sn)perovskites with an ideal bandgap of 1.34-1.40 eV show great promise in perovskite solar cells(PSCs).Recently,to address the environmental pollution and Sn^(2+)oxidation problems of dimethyl sulfoxide,methylammonium acetate(MAAc)ionic liquid has been developed as an alternative to fabricate ideal bandgap MAPb_(0.7)Sn_(0.3)I_(3)(1.36 eV)film via hot-casting in air.However,the spontaneous crystallization of Pb-Sn perovskite initiated by heat-induced supersaturation is fast and random,setting critical challenges in regulating crystal growth during the film-forming process.Herein,a lattice activation strategy is developed to control the crystallization dynamics of MAPb_(0.7)Sn_(0.3)I_(3)in MAAc to produce films with micrometer-sized grains in air.FA is shown to activate the crystal lattice that facilitates the formation of intermediates and balances the crystal growth of MAPb_(0.7)Sn_(0.3)I_(3),producing films with a grain size of 2.78±0.17μm.Furthermore,4-fluoro-phenethylammonium and phenethylammonium are adopted to passivate the defects in the film and promote the energy level alignment at the top interface,respectively.The optimized PSC device achieved an efficiency of 18.24%with a short-circuit current of 29.84 mA/cm^(2),which are both the highest values in 1.36 eV Pb-Sn PSCs to date.Notably,the unencapsulated devices show excellent storage and air stability under various conditions. 展开更多
关键词 Pb-Sn perovskite Ideal bandgap Lattice activation Air deposition micrometer grains Stability
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Fracture behavior of sandstone with partial filling flaw under mixed-mode loading: Three-point bending tests and discrete element method
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作者 Dongdong Ma Yu Wu +4 位作者 Xiao Ma Xunjian Hu Wenbao Dong Decheng Li Lingyu Li 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第1期291-308,共18页
The fracture behavior of natural fracture in the geological reservoir subjected to filling property,affects the crack initiation and propagation under stress perturbation.Partial filling flaws were intermediate betwee... The fracture behavior of natural fracture in the geological reservoir subjected to filling property,affects the crack initiation and propagation under stress perturbation.Partial filling flaws were intermediate between open fractures and filled fractures,the fracture response may be worth exploring.In this work,the effect of the filling property of sandstone with partial filling flaws on the fracture behavior was systematically investigated based on three-point bending tests and the numerical approach of discrete element method(DEM).In the laboratory,semi-circular three-point bending tests were carried out with partial filling flaws of various filling strengths.Based on this,numerical simulations were used to further investigate the effect of the filling ratio and the inclination of the partial filling flaw on the mechanical and fracture responses,and the effect of the partial filling flaw under mixed-mode loading on the fracture mechanism was elucidated coupled with acoustic emission(AE)characteristics.The obtained results showed that the increase in filling strength and filling ratio of partial filling flaw led to an increase in peak strength,with a decreasing trend in peak strength with the inclination of partial filling flaw.In terms of crack propagation pattern,the increasing filling strength of the partial filling flaw induced the transformation of the fracture mechanism toward deflection,with a tortuosity path,while the filling ratio and inclination of partial filling flaw led to fracture mechanism change from deflection to penetration and attraction,accompanied with a larger AE event source in filler.Accordingly,the b-value based on the Gutenberg-Richter equation fluctuated between 5 and 4 at low filling ratio and inclination and remained around 5 at high filling ratio and inclination of partial filling flaw.Related results may provide an application prospective for reservoir stimulation using the natural fracture system. 展开更多
关键词 Partial filling flaw Mixed-mode loading Semi-circular three-point bending Acoustic emission(AE) B-VALUE
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Three-Point Bending Deformation Behavior of a High Plasticity Mg–2.6Er–0.6Zr Alloy Sheet
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作者 Yuanxiao Dai Yue Zhang +3 位作者 Mei Wang Jie Liu Yaobo Hu Bin Jiang 《Acta Metallurgica Sinica(English Letters)》 2025年第7期1109-1126,共18页
Bending is a crucial deformation process in metal sheet forming.In this study,the microstructural evolution of a highly ductile Mg–Er–Zr alloy sheet was examined in various bending regions under different bending st... Bending is a crucial deformation process in metal sheet forming.In this study,the microstructural evolution of a highly ductile Mg–Er–Zr alloy sheet was examined in various bending regions under different bending strains using electron backscatter diffraction and optical microscopy.The results show that the Mg–Er–Zr extruded sheet has excellent bending properties,with a failure bending strain of 39.3%,bending yield strength,and ultimate bending strength of 75.1 MPa and 250.5 MPa,respectively.The exceptional bending properties of the Mg–Er–Zr extruded sheets are primarily due to their fine grain size and the formation of rare-earth(RE)textures resulting from Er addition.Specifically,the in-grain misorientation axes(IGMA)and the twinning behaviors in various regions of the specimen during bending were thoroughly analyzed.Due to the polarity of the tensile twins and their low activation stress,a significant number of tensile twins are activated in the compression zone to regulate plastic deformation.The addition of Er weakens the basal texture of the sheet and reduces the critical resolved shear stress difference between non-basal slip and basal slip.Consequently,in the tensile zone,the basal and non-basal slips co-operate to coordinate the plastic deformation,effectively impeding crack initiation and propagation,and thereby enhancing the bending toughness of the Mg–Er–Zr sheet. 展开更多
关键词 Mg alloy sheet three-point bending Deformation mechanism In-grain misorientation axis(IGMA)
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Experimental Study on Electrical Breakdown for Devices with Micrometer Gaps 被引量:2
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作者 孟国栋 成永红 +1 位作者 董承业 吴锴 《Plasma Science and Technology》 SCIE EI CAS CSCD 2014年第12期1083-1089,共7页
The understanding of electrical breakdown in atmospheric air across micrometer gaps is critically important for the insulation design of micro & nano electronic devices. In this paper, planar aluminum electrodes with... The understanding of electrical breakdown in atmospheric air across micrometer gaps is critically important for the insulation design of micro & nano electronic devices. In this paper, planar aluminum electrodes with gaps ranging from 2μm to 40 #m were fabricated by microelectromechanical system technology. The influence factors including gap width and surface dielectric states were experimentally investigated using the home-built test and measurement system. Results showed that for SiO2 layers the current sustained at 2-3 nA during most of the pre-breakdown period, and then rose rapidly to 10-30 nA just before breakdown due to field electron emission, followed by the breakdown. The breakdown voltage curves demonstrated three stages: (1) a constantly decreasing region (the gap width d 〈5 μm), where the field emission effect played an important role just near breakdown, supplying enough initial electrons for the breakdown process; (2) a plateau region with a near constant breakdown potential (5 μm〈 d 〈10 μm); (3) a region for large gaps that adhered to Paschen's curve (d 〉10μm). And the surface dielectric states including the surface resistivity and secondary electron yield were verified to be related to the propagation of discharge due to the interaction between initial electrons and dielectrics. 展开更多
关键词 electrical breakdown micrometer gaps field emission surface dielectric states surface resistivity secondary electron yield
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Synthesis of Sub-micrometer Lithium Iron Phosphate Particles Using Supercritical Hydrothermal Method for Lithium Ion Batteries 被引量:5
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作者 刘学武 魏浩 +3 位作者 邓远富 汤洁 施志聪 陈国华 《Journal of Shanghai Jiaotong university(Science)》 EI 2012年第5期517-522,共6页
In this study,sub-micrometer LiFePO_4 particles with high purity and crystallinity were synthesized using supercritical hydrothermal method as the cathode material for lithium ion batteries.Experimental results show t... In this study,sub-micrometer LiFePO_4 particles with high purity and crystallinity were synthesized using supercritical hydrothermal method as the cathode material for lithium ion batteries.Experimental results show that templates and calcination time have significant impacts on the purity,particle size and morphology of LiFePO_4 particles.The as-prepared LiFePO_4 particles using polyvinyl pyrrolidone(PVP) template with additional one hour calcination at 700℃exhibit characteristics of good crystallinity,uniform size distribution,high capacity and cycling performance.The specific discharge capacities of 141.2 and 114.0mA·h/g were obtained at the charge/discharge rates of 0.1 and 1.0 C,respectively.It retained 96.0%of an initial capacity after 100 cycles at 1.0 C rate.The good electrochemical performance of the as-synthesized material is attributed to the synergistic factors of its reasonable particle size and surface areas and high crystallinity. 展开更多
关键词 LIFEPO4 sub-micrometer supercritical hydrothermal synthesis template
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Direct decarbonation of micrometer-scale layered double hydroxides without morphology damage 被引量:1
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作者 Kong Li Xu Guang Ming Chen Jian Quan Shen 《Chinese Chemical Letters》 SCIE CAS CSCD 2012年第7期805-808,共4页
A direct decarbonation route without obvious morphology damage was developed for large micrometer-scale layered double hydroxides(LDHs).First,we synthesized pure,hexagonal-shaped LDHs with lateral dimension of micro... A direct decarbonation route without obvious morphology damage was developed for large micrometer-scale layered double hydroxides(LDHs).First,we synthesized pure,hexagonal-shaped LDHs with lateral dimension of micrometer-size by the recently reported urea hydrolysis method.Then,using HNO_3-NaNO_3 mixed solution,the obtained LDH with carbonate anions in the interlayer(LDH_CO_3) was directly decarbonated to its nitrate form,LDH_NO_3,its morphology and particle size were still unchanged.Compared with the recently published two-step decarbonation method,the direct decarbonation reported herein is very convenient. 展开更多
关键词 Direct decarbonation Layered double hydroxides micrometer-scale
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Processing micrometer-sized particles in crumpled graphene network for freestanding membrane enabled by freeze casting 被引量:1
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作者 Jing Cao Xiaoli Zhao +7 位作者 Jiahe Wang Huanglin Dou Congcong Liu Xiaojun Yan Yuantao Yan Min Guo Wanyu Zhao Xiaowei Yang 《Chinese Chemical Letters》 SCIE CAS CSCD 2020年第1期265-268,共4页
Graphene oxide(GO)is widely used in the construction and application of various 2 D membrane-based materials due to its unique colloidal structure.Herein,we demonstrate that micrometer-sized particles can make up free... Graphene oxide(GO)is widely used in the construction and application of various 2 D membrane-based materials due to its unique colloidal structure.Herein,we demonstrate that micrometer-sized particles can make up freestanding membranes enabled by the extraordinary amphiphilic and polymer-like properties of graphene oxide through freeze casting.The 2 D macromolecule,GO could well wrap the particles for better uniformity and stability in either dispersion or membrane.Importantly,freeze casting plays an important role in avoiding the severe aggregation of micrometer-sized particles in the solventremoving process.After reduction,the membrane exhibits good electrical conductivity while maintaining its integral structure,which can be directly used as a freestanding binder-free electrode.This work provides a universal approach to fabricate freestanding membranes with various micrometersized materials for energy storage. 展开更多
关键词 MEMBRANE micrometer-sized particles Graphene oxide Freeze casting FREESTANDING
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Ultra-small microring resonator based on sub-micrometer fiber
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作者 董小伟 刘文楷 《Optoelectronics Letters》 EI 2012年第4期253-255,共3页
The transfer function of the microring resonator is deduced, and the effects of the normalized loss, coupling coefficient and surrounding media on the resonance performance are investigated thoroughly. Utilizing the i... The transfer function of the microring resonator is deduced, and the effects of the normalized loss, coupling coefficient and surrounding media on the resonance performance are investigated thoroughly. Utilizing the improved fused tapering tech- nique and ingenious self-coiling coupling method, a high-quality microring resonator (radius of about 500 I.tm) with larger extinction ratio (〉10 dB) and sharper resonance is designed and fabricated by a segment of continuous sub-micrometer fiber. The microring resonator constructed in this way demonstrates extremely small connection loss with communication fiber in contrast to the planar waveguide technology. 展开更多
关键词 micrometers
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Influences of sub-micrometer Ta and Co dopants on microstructure and properties of tungsten heavy alloys
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作者 谭兴龙 冷邦义 +4 位作者 邱绍宇 李强 何文艳 王传海 雷代富 《中国有色金属学会会刊:英文版》 CSCD 2004年第4期747-750,共4页
Tungsten heavy alloys are aggregates of particles of tungsten bonded with Ni/Fe or Ni/Cu via liquid-phase sintering. The sub-micrometer Ta Co powder was added to this aggregate to strengthen the bonding phase. It is f... Tungsten heavy alloys are aggregates of particles of tungsten bonded with Ni/Fe or Ni/Cu via liquid-phase sintering. The sub-micrometer Ta Co powder was added to this aggregate to strengthen the bonding phase. It is found that the main fr acture pattern of the alloys is cleavage of tungsten grains and ductile rupture of bond phase,leading to improved tensile strength and elongation. Dopant Ta ca n act as grain size inhibitor in tungsten heavy alloys. 展开更多
关键词 钨合金 高比重合金 合金化 显微结构 性能 粉末冶金
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Existence of Monotone Positive Solution for a Fourth-Order Three-Point BVP with Sign-Changing Green’s Function
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作者 Junrui Yue Yun Zhang Qingyue Bai 《Open Journal of Applied Sciences》 2024年第1期63-69,共7页
This paper is concerned with the following fourth-order three-point boundary value problem , where , we discuss the existence of positive solutions to the above problem by applying to the fixed point theory in cones a... This paper is concerned with the following fourth-order three-point boundary value problem , where , we discuss the existence of positive solutions to the above problem by applying to the fixed point theory in cones and iterative technique. 展开更多
关键词 Fourth-Order three-point Boundary Value Problem Sign-Changing Green’s Function Fixed Point Index Iterative Technique Monotone Positive Solution EXISTENCE
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Three-point bending behavior of aluminum foam sandwich with steel panel 被引量:8
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作者 祖国胤 卢日环 +4 位作者 李小兵 仲照阳 马幸江 韩明博 姚广春 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2013年第9期2491-2495,共5页
Static three-point bending tests of aluminum foam sandwiches with glued steel panel were performed. The deformation and failure of sandwich structure with different thicknesses of panel and foam core were investigated... Static three-point bending tests of aluminum foam sandwiches with glued steel panel were performed. The deformation and failure of sandwich structure with different thicknesses of panel and foam core were investigated. The results indicate that the maximum bending load increases with the thickness of both steel panel and foam core. The failure of sandwich can be ascribed to the crush and shear damage of foam core and the delamination of glued interface at a large bending load, The crack on the foam wall developed in the melting foam procedure is the major factor for the failure of foam core. The sandwich structure with thick foam core and thin steel panel has the optimal specific bending strength. The maximum bending load of that with 8 mm panel and 50 mm foam core is 66.06 kN. 展开更多
关键词 aluminum foam sandwich three-point bending failure mode panel thickness
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高负载稳定循环钠离子电池微米锡电极材料
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作者 王钦 张艳岗 +1 位作者 梁君飞 王华 《硅酸盐学报》 北大核心 2025年第4期785-791,共7页
钠离子电池微米锡(μSn)负极材料具有比容量高、易制备和成本低等优势,同时较小的比表面积有助于减少电化学副反应。但是,μSn电极在充放电过程中会因体积膨胀导致容量快速衰减,这一问题在电极材料负载量较高的情况下尤其显著,严重限制... 钠离子电池微米锡(μSn)负极材料具有比容量高、易制备和成本低等优势,同时较小的比表面积有助于减少电化学副反应。但是,μSn电极在充放电过程中会因体积膨胀导致容量快速衰减,这一问题在电极材料负载量较高的情况下尤其显著,严重限制了μSn负极材料的实际应用。为了提高μSn负极在高负载量下的循环稳定性,将硬碳(HC)与μSn颗粒混合,HC如“围栏”般限制了μSn颗粒在钠化/脱钠过程中的团聚,同时其开放结构提供的空间可有效缓解Sn的体积膨胀。结果表明:在5.5 mg/cm^(2)的高负载量下,μSn/HC复合材料经过200次循环后容量保持率高达93.3%,远超纯μSn电极40%的容量保持率。此外,μSn_(30)HC_(70)|Na_(3)V_(2)(PO_(4))_(3)全电池在0.2 C条件下展现出104 m A?h/g的容量,能量密度达到186 W?h/kg,在0.5 C条件下循环100圈后容量保持率为88%,且在6 C的高倍率下性能依然稳定。本工作可为高负载量μSn电极材料的开发提供新策略,提升了循环稳定性和倍率性能,推进了其在钠离子电池中的商业化应用进程。 展开更多
关键词 微米锡 钠离子电池 高负载量 循环稳定性
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数字化F-P前端的仿真验证
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作者 史会贤 马琳 许骏 《电子技术应用》 2025年第1期94-102,共9页
提出一种基于差分电容原理的新型数字化F-P滤波器电路控制系统,并基于FPGA对该系统进行了理论分析以及硬件验证,验证结果表明该系统避免了现有F-P滤光器模拟电路控制系统的系统时间稳定性差的问题,具有极高的抗干扰能力,为高稳定无漂移... 提出一种基于差分电容原理的新型数字化F-P滤波器电路控制系统,并基于FPGA对该系统进行了理论分析以及硬件验证,验证结果表明该系统避免了现有F-P滤光器模拟电路控制系统的系统时间稳定性差的问题,具有极高的抗干扰能力,为高稳定无漂移的F-P控制系统提供了新思路。 展开更多
关键词 数字化 F-P 伺服控制 电容测距
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Breeding of Mycoplasmal pneumonia-negative Swine Population Using Combination Therapy,Segregated Early Weaning(SEW) and Three-point Production System
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作者 甘源 华利忠 +8 位作者 冯志新 熊祺琰 刘茂军 杜改梅 马庆红 王爱全 韦艳娜 姜平 邵国青 《Agricultural Science & Technology》 CAS 2015年第5期991-996,共6页
In order to explore a breeding method for mycoplasmal pneumonia-negative swine population, the purifying effects of combination therapy, SEW and three-point breeding and management system on Mycoplasma hyopneumoniae w... In order to explore a breeding method for mycoplasmal pneumonia-negative swine population, the purifying effects of combination therapy, SEW and three-point breeding and management system on Mycoplasma hyopneumoniae were investigated in this study. After the processes of screening pregnant sows, programmed therapy for sows, SEW, three-point breeding and management in the barrier isolation system and programmed therapy for piglets, the newly-bred piglets were monitored as long as four months by serum antibody detection of Mycoplasma hyopneumoniae and fluorescent quantitative PCR of nose swabs. The results showed that when the newlybred five batches of piglets were older than 35 d, they were all negative by serum antibody detection and nose swab antigen detection. Therefore, the combination therapy, SEW and three-point production and management system can effectively purify Mycoplasma hyopneumoniae, providing theoretical basis and clinical experience for the control and purification of domestic mycoplasmal pneumonia. 展开更多
关键词 SEW Early weaning Barrier system three-point breeding and management system Drug purification BIOSAFETY
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基于液滴微流控技术的微米级厚单层多孔薄膜应变传感器制备
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作者 章腾泽 程世龙 章城 《真空科学与技术学报》 北大核心 2025年第7期600-609,共10页
文章基于液滴微流控技术制备了一种微米厚度的单层多孔电阻应变传感薄膜,并探讨了不同树脂、固化剂质量比对柔性传感薄膜变形程度的影响。结果表明,树脂与固化剂的质量比为30:1,制备的微米级厚多孔薄膜具有良好的拉伸性能,且多孔薄膜内... 文章基于液滴微流控技术制备了一种微米厚度的单层多孔电阻应变传感薄膜,并探讨了不同树脂、固化剂质量比对柔性传感薄膜变形程度的影响。结果表明,树脂与固化剂的质量比为30:1,制备的微米级厚多孔薄膜具有良好的拉伸性能,且多孔薄膜内的多孔形成单层分布,孔径大小较为一致、分布较为均匀。基于该薄膜制备的多孔电阻式应变传感器具有较宽的响应范围(50%应变),高灵敏度(GF=602.92,40%<ε<50%),低检测极限(0.1%应变)和令人满意的稳定性和耐用性(1000个动态响应),并利用该传感器即能对人体细微的生理信号和关节运动进行监测,也能对机械手抓取不同大小物体的抓握信号进行监测。因此,该传感器在可穿戴电子设备和软体机器人等领域存在一定的应用潜能。 展开更多
关键词 微米级厚度 多孔结构 应变传感器 人体活动检测
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分步离心铸造制备高效发光的CsPbX3纳米晶薄膜及其应用
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作者 张铭轩 陈燃 +1 位作者 王时茂 陶汝华 《半导体技术》 北大核心 2025年第7期676-683,共8页
铯铅卤化物钙钛矿(CsPbX3)纳米晶因其优异的光学特性,在发光显示领域展现出了广阔的应用前景。但是在由CsPbX3纳米晶溶液制备固态荧光粉和薄膜的过程中由于配体的解吸附,存在纳米晶光致发光量子产率(PLQY)大幅下降甚至超过50%的现象。... 铯铅卤化物钙钛矿(CsPbX3)纳米晶因其优异的光学特性,在发光显示领域展现出了广阔的应用前景。但是在由CsPbX3纳米晶溶液制备固态荧光粉和薄膜的过程中由于配体的解吸附,存在纳米晶光致发光量子产率(PLQY)大幅下降甚至超过50%的现象。在离心铸造制备薄膜前引入低速离心工艺去除纳米晶溶液中尺寸过大的纳米晶,成功制备了3μm厚、表面均匀无裂缝的CsPbBr3纳米晶薄膜,其PLQY达到32.17%,与CsPbBr3纳米晶溶液相比仅降低了8.46%。使用相同方法制备了表面均匀无裂缝、2.76μm厚的CsPbBr_(1.2)I_(1.8)纳米晶薄膜,其PLQY为28.63%。并将CsPbBr_(3)和CsPbBr_(1.2)I_(1.8)纳米晶薄膜进行组合,分别使用365 nm和440 nm波长的光源激发,实现了黄光和白光输出,为CsPbX3纳米晶在显示领域的应用提供了一种新的思路。 展开更多
关键词 CsPbX3 纳米晶 微米级薄膜 离心铸造 光转换
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Three-point bending performance of a new aluminum foam composite structure 被引量:7
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作者 王宁珍 陈祥 +3 位作者 李奡 李言祥 张华伟 刘源 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2016年第2期359-368,共10页
A new composite structure based on aluminum foam sandwich and fiber metal laminate was proposed. A layer of glass fiber was provided at the interface between the metal panel and the aluminum foam core in this composit... A new composite structure based on aluminum foam sandwich and fiber metal laminate was proposed. A layer of glass fiber was provided at the interface between the metal panel and the aluminum foam core in this composite structure, using adhesive technology to bond the materials together by organic glue in the sequence of metal panel, glass fiber, aluminum foam core, glass fiber and metal panel. The experimental results show that the new composite structure has an improved comprehensive performance compared with the traditional aluminum foam sandwiches. The optimized parameters for the fabrication of the new aluminum foam composite structure with best bending strength were obtained. The epoxy resin and low porosity aluminum foams are preferred, the thickness of aluminum sheets should be at least 1.5 mm, and the type of glass fiber has little effect on the bending strength. The main failure modes of the new composite structures with two types of glues were discussed. 展开更多
关键词 composite structure three-point bending strength aluminum foam sandwich glass fiber
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High-Fidelity Machine Learning Framework for Fracture Energy Prediction in Fiber-Reinforced Concrete
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作者 Ala’a R.Al-Shamasneh Faten Khalid Karim +4 位作者 Arsalan Mahmoodzadeh Abdulaziz Alghamdi Abdullah Alqahtani Shtwai Alsubai Abed Alanazi 《Computer Modeling in Engineering & Sciences》 2025年第8期1573-1606,共34页
The fracture energy of fiber-reinforced concrete(FRC)affects the durability and structural performance of concrete elements.Advancements in experimental studies have yet to overcome the challenges of estimating fractu... The fracture energy of fiber-reinforced concrete(FRC)affects the durability and structural performance of concrete elements.Advancements in experimental studies have yet to overcome the challenges of estimating fracture energy,as the process remains time-intensive and costly.Therefore,machine learning techniques have emerged as powerful alternatives.This study aims to investigate the performance of machine learning techniques to predict the fracture energy of FRC.For this purpose,500 data points,including 8 input parameters that affect the fracture energy of FRC,are collected fromthree-point bending tests and employed to train and evaluate themachine learning techniques.The findings showed that Gaussian process regression(GPR)outperforms all other models in terms of predictive accuracy,achieving the highest R2 of 0.93 and the lowest RMSE of 13.91 during holdout cross-validation.It is then followed by support vector regression(SVR)and extreme gradient boosting regression(XGBR),whereas K-nearest neighbours(KNN)and random forest regression(RFR)show the weakest predictions.The superiority of GPR is further reinforced in a 5-fold cross-validation,where it consistently delivers an average R2 above 0.96 and ranks highest in overall predictive performance.Empirical testing with additional sample sets validates GPR’s model on the key mix parameter’s impact on fracture energy,cementing its claim.The Fly-Ash cement exhibits the greatest fracture energy due to superior fiber-matrix interaction,whereas the glass fiber dominates energy absorption amongst the other types of fibers.In addition,increasing the water-to-cement(W/C)ratio from 0.30 to 0.50 yields a significant improvement in fracture energy,which aligns well with the machine learning predictions.Similarly,loading rate positively correlates with fracture energy,highlighting the strain-rate sensitivity of FRC.This work is the missing link to integrate experimental fracture mechanics and computational intelligence,optimally and reasonably predicting and refining the fracture energy of FRC. 展开更多
关键词 Fiber-reinforced concrete fracture energy three-point bending test machine learning concretemixing optimization
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An assumed enhanced strain finite element framework for tensile fracturing processes with dual-mechanism failure in transversely isotropic rocks
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作者 Yang Zhao Rui Wang Jian-Min Zhang 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第3期1474-1488,共15页
We present an assumed enhanced strain finite element framework for the simulation of tensile fracturing processes in transversely isotropic rocks.Fractures along the weak bedding planes and through the anisotropic roc... We present an assumed enhanced strain finite element framework for the simulation of tensile fracturing processes in transversely isotropic rocks.Fractures along the weak bedding planes and through the anisotropic rock matrix are treated with distinct enrichment,and a recently proposed dualmechanism tensile failure criterion for transversely isotropic rocks is adopted to determine crack initiation for the two failure modes.The cohesive crack model is adopted to characterize the response of embedded cracks.As for the numerical implementation of the proposed framework,both algorithms for the update of local history variables at Gauss points and of the global finite element system are derived.Four boundary-value problem simulations are carried out with the proposed framework,including uniaxial tension tests of Argillite,pre-notched square loaded in tension,three-point bending tests on Longmaxi shale,and simulations of tensile cracks induced by a strip load around a tunnel in transversely isotropic rocks.Simulation results reveal that the proposed framework can properly capture the tensile strength anisotropy and the anisotropic evolution of tensile cracks in transversely isotropic rocks. 展开更多
关键词 Tensile fracture Assumed enhanced strain finite element three-point bending test transversely isotropic rock Tensile failure criterion
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浅谈外径千分尺的调整修理问题
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作者 高建平 《计量与测试技术》 2025年第2期103-105,共3页
做好外径千分尺的维护保养工作,可提高使用精度和工作效率。因此,本文从其各部分的相互作用机制、外观修复、测力装置修复、压线和离线修复、测微螺杆的轴向窜动和径向摆动的修复、测量面平面度的影响机制、平行度修理、示值误差超差的... 做好外径千分尺的维护保养工作,可提高使用精度和工作效率。因此,本文从其各部分的相互作用机制、外观修复、测力装置修复、压线和离线修复、测微螺杆的轴向窜动和径向摆动的修复、测量面平面度的影响机制、平行度修理、示值误差超差的校正等方面,对调整与修理技术进行探讨。 展开更多
关键词 外径千分尺 修理
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