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基于RIME优化VMD与TCN-Crossformer多尺度融合的短期电力负荷预测 被引量:1
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作者 黄宇 胡怡然 +3 位作者 马金杰 梁博彦 崔玉雷 张浩 《电力科学与工程》 2025年第8期48-57,共10页
针对电力负荷序列的多尺度非平稳性与跨维度动态关联特征导致的协同建模难题,提出了一种基于霜冰优化算法(Rime optimization algorithm,RIME)改进的变分模态分解(Variational mode decomposition,VMD)与时间卷积网络(Temporal convolut... 针对电力负荷序列的多尺度非平稳性与跨维度动态关联特征导致的协同建模难题,提出了一种基于霜冰优化算法(Rime optimization algorithm,RIME)改进的变分模态分解(Variational mode decomposition,VMD)与时间卷积网络(Temporal convolutional network,TCN)-Crossformer多尺度融合的预测模型。首先,利用RIME算法以样本熵均值为适应度函数,自适应优化VMD的惩罚系数与模态数,抑制模态混叠并提升分解质量;其次,通过TCN的因果卷积与膨胀卷积结构提取各模态分量的局部时序波动特征,捕捉短期波动规律;最后,采用结合Crossformer的跨维度注意力机制,显式建模时间与特征维度的动态关联性,实现局部时序特征与全局依赖关系的多尺度协同融合。在南方某城市半小时级电力负荷数据集上的实验验证结果表明,相较于Informer等模型,所提模型的决定系数提升2.49%,平均绝对误差降低73.07%,且在四季预测中均表现出强鲁棒性。 展开更多
关键词 变分模态分解 跨维度注意力 RIME优化算法 时间卷积网络 crossformer
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基于CrossStage-YOLO的跨阶段作物害虫检测 被引量:1
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作者 贾岚 徐雪环 +4 位作者 罗德弢 胡梦蝶 邓钦文 高文新 蒲海波 《南京农业大学学报》 北大核心 2025年第3期744-754,共11页
[目的]为了克服作物害虫在不同生长阶段的形态差异对模型检测造成的负面影响,本文提出了一种基于改进YOLOv7-tiny的跨阶段作物害虫检测模型CrossStage-YOLO。[方法]在YOLOv7-tiny的主干网络中结合重新构建的ELAN-D模块,实现降低计算内... [目的]为了克服作物害虫在不同生长阶段的形态差异对模型检测造成的负面影响,本文提出了一种基于改进YOLOv7-tiny的跨阶段作物害虫检测模型CrossStage-YOLO。[方法]在YOLOv7-tiny的主干网络中结合重新构建的ELAN-D模块,实现降低计算内存消耗的同时提高特征提取速度;引入感受野增强模块(RFE),提升模型对害虫特征和位置的感知能力;嵌入BiFormer注意力机制,提高模型对害虫头部、触须等细微特征的敏感度。[结果]CrossStage-YOLO的平均精度均值为88.6%,相对于原始模型提高3.0%;对成虫和幼虫检测的平均精度均值分别达到90.8%和81.1%,较原始模型分别提高3.3%和2.0%;并且模型以6.79 M的低参数量实现0.043 s的单张图片检测时间,综合性能优于主流目标检测模型。[结论]CrossStage-YOLO模型能够有效提升作物害虫不同生长阶段的检测准确率,为作物害虫检测的自动化诊断提供了可靠的技术支持。 展开更多
关键词 YOLOv7-tiny 跨阶段害虫检测 绿色农业 深度学习 智慧农业
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The collaborative cross mouse for studying the effect of host genetic background on memory impairments due to obesity and diabetes 被引量:1
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作者 Avia Paz Kareem Midlej +2 位作者 Osayd Zohud Iqbal MLone Fuad A.Iraqi 《Animal Models and Experimental Medicine》 2025年第1期126-141,共16页
Background:Over the past few decades,a threefold increase in obesity and type 2 diabetes(T2D)has placed a heavy burden on the health-care system and society.Previous studies have shown correlations between obesity,T2D... Background:Over the past few decades,a threefold increase in obesity and type 2 diabetes(T2D)has placed a heavy burden on the health-care system and society.Previous studies have shown correlations between obesity,T2D,and neurodegenera-tive diseases,including dementia.It is imperative to further understand the relation-ship between obesity,T2D,and cognitive deficits.Methods:This investigation tested and evaluated the cognitive impact of obesity and T2D induced by high-fat diet(HFD)and the effect of the host genetic background on the severity of cognitive decline caused by obesity and T2D in collaborative cross(CC)mice.The CC mice are a genetically diverse panel derived from eight inbred strains.Results:Our findings demonstrated significant variations in the recorded phenotypes across different CC lines compared to the reference mouse line,C57BL/6J.CC037 line exhibited a substantial increase in body weight on HFD,whereas line CC005 ex-hibited differing responses based on sex.Glucose tolerance tests revealed significant variations,with some lines like CC005 showing a marked increase in area under the curve(AUC)values on HFD.Organ weights,including brain,spleen,liver,and kidney,varied significantly among the lines and sexes in response to HFD.Behavioral tests using the Morris water maze indicated that cognitive performance was differentially affected by diet and genetic background.Conclusions:Our study establishes a foundation for future quantitative trait loci map-ping using CC lines and identifying genes underlying the comorbidity of Alzheimer's disease(AD),caused by obesity and T2D.The genetic components may offer new tools for early prediction and prevention. 展开更多
关键词 collaborative cross mouse DIABETES host genetic background memory impairments OBESITY
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Study and application of the influence of inclination angle on the cross-fusion mechanism of high gas thick coal seam 被引量:1
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作者 Pengxiang Zhao Zechen Chang +4 位作者 Shugang Li Risheng Zhuo Yongyong Jia Qiudong Shao Wen Lei 《International Journal of Mining Science and Technology》 2025年第1期69-85,共17页
In this study,to better decide the effect of coal seam dip angle upon the dynamic change of the crossfusion in gas transport and storage areas during the progress of working face in the high gas thick coal seam,a two-... In this study,to better decide the effect of coal seam dip angle upon the dynamic change of the crossfusion in gas transport and storage areas during the progress of working face in the high gas thick coal seam,a two-dimensional physical simulation experiment regarded as the theoretical research was conducted to properly explore the variation law of overburden fracture.The results demonstrated that the boundary of the gas transport zone was located in the region of fracture separation.The boundary of the gas storage area was located in the abrupt penetration zone.Also,according to the information theory,the state of the gas transport and storage areas was determined by the changing trend of the fracture rate and fracture entropy.The mathematical representation model of the dip effect in gas transport and storage areas was established.The criteria upon which the regional location of the gas transport area and gas storage area can be based were put forward.The cross-fusion evolution process of the dip effect in gas transport and storage areas was revealed as well.The research results could provide guidance for realising directional and accurate gas extraction. 展开更多
关键词 Coal seam dip angle cross fusion High gas thick coal seam Overburden fracture Gas transport and storage areas
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Infrared aircraft few-shot classification method based on cross-correlation network
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作者 HUANG Zhen ZHANG Yong GONG Jin-Fu 《红外与毫米波学报》 北大核心 2025年第1期103-111,共9页
In response to the scarcity of infrared aircraft samples and the tendency of traditional deep learning to overfit,a few-shot infrared aircraft classification method based on cross-correlation networks is proposed.This... In response to the scarcity of infrared aircraft samples and the tendency of traditional deep learning to overfit,a few-shot infrared aircraft classification method based on cross-correlation networks is proposed.This method combines two core modules:a simple parameter-free self-attention and cross-attention.By analyzing the self-correlation and cross-correlation between support images and query images,it achieves effective classification of infrared aircraft under few-shot conditions.The proposed cross-correlation network integrates these two modules and is trained in an end-to-end manner.The simple parameter-free self-attention is responsible for extracting the internal structure of the image while the cross-attention can calculate the cross-correlation between images further extracting and fusing the features between images.Compared with existing few-shot infrared target classification models,this model focuses on the geometric structure and thermal texture information of infrared images by modeling the semantic relevance between the features of the support set and query set,thus better attending to the target objects.Experimental results show that this method outperforms existing infrared aircraft classification methods in various classification tasks,with the highest classification accuracy improvement exceeding 3%.In addition,ablation experiments and comparative experiments also prove the effectiveness of the method. 展开更多
关键词 infrared imaging aircraft classification few-shot learning parameter-free attention cross attention
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The Crossing Number of Two Classes of Join Graphs
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作者 LU Shengxiang WANG Shu WANG Jing 《数学进展》 北大核心 2025年第5期983-991,共9页
Determining the crossing number of a given graph is NP-complete. The cycle of length m is denoted by Cm = v1v2…vmv1. G^((1))_(m) (m ≥ 5) is the graph obtained from Cm by adding two edges v1v3 and vlvl+2 (3 ≤ l ≤ m... Determining the crossing number of a given graph is NP-complete. The cycle of length m is denoted by Cm = v1v2…vmv1. G^((1))_(m) (m ≥ 5) is the graph obtained from Cm by adding two edges v1v3 and vlvl+2 (3 ≤ l ≤ m−2), G^((2))m (m ≥ 4) is the graph obtained from Cm by adding two edges v1v3 and v2v4. The famous Zarankiewicz’s conjecture on the crossing number of the complete bipartite graph Km,n states that cr(Km,n)=Z(m,n)=[m/2][m-1/2][n/2[n-1/2].Based on Zarankiewicz’s conjecture, a natural problem is to study the change in the crossingnumber of the graphs obtained from the complete bipartite graph by adding certain edge sets.If Zarankiewicz’s conjecture is true, this paper proves that cr(G^((1))_(m)+Kn)=Z(m,n)+2[n/2] and cr(G^((2))_(m)+Kn)=Z(m,n)+n. 展开更多
关键词 crossing number DRAWING join graph
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长岛香螺(Neptunea cumingii Crosse)野生群体壳形态性状与体质量相关性和通径分析 被引量:2
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作者 杨陆飞 高雁 +2 位作者 栾淼 孙佰鸣 陈伟 《水产学杂志》 2025年第1期56-60,91,共6页
通过探究香螺(Neptunea cumingii Crosse)壳形态性状与体质量的关系,明确关键壳形态性状对体质量的决定程度,为香螺选择育种提供理论依据。在5月采集长岛小钦岛自然海域(38°20′19″N,120°50′52″E)102个野生香螺成体,测量... 通过探究香螺(Neptunea cumingii Crosse)壳形态性状与体质量的关系,明确关键壳形态性状对体质量的决定程度,为香螺选择育种提供理论依据。在5月采集长岛小钦岛自然海域(38°20′19″N,120°50′52″E)102个野生香螺成体,测量体质量(BW)和壳高(SH)、壳宽(SW)、壳厚(ST)、壳口高(SAH)、壳口宽(SAW)、体螺层高(BWH),和螺旋部高(SWH)7个壳形态性状,进行描述性统计、相关性分析、回归分析,和通径分析等多元统计分析。结果表明:大部分香螺壳形态性状与体质量呈极显著相关(P<0.01);利用逐步回归分析,建立了最优回归方程Y=-195.182+2.966XSW+1.431XBWH+0.641XSAH(R2=0.845)。通径分析显示,壳宽对体质量的直接作用最大,其次为体螺层高、壳口高。决定系数显示,所选3个壳形态性状对体质量的共同决定系数之和为0.848。建议在以长岛香螺野生群体为亲本进行选育时,将壳宽作为第一选择性状,同时关注壳口高和体螺层高的协同作用。 展开更多
关键词 香螺 壳形态性状 体质量 相关性分析 通径分析
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Gold Cross Oil Sells Out at CAEXPO
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《China Report ASEAN》 2025年第9期59-59,共1页
Gold Cross,a Thai company specializing in herbal oils,has long combined Thailand’s traditional medicine with modern technology to deliver highquality health products.Invited by the China-ASEAN Expo(CAEXPO),the head o... Gold Cross,a Thai company specializing in herbal oils,has long combined Thailand’s traditional medicine with modern technology to deliver highquality health products.Invited by the China-ASEAN Expo(CAEXPO),the head of Gold Cross arrived at the exhibition hall with a mix of anticipation and slight anxiety and the company’s signature product in tow—Gold Cross yellow oil.Made with a unique Golden Cross traditional formula and infused with natural herbal extracts,the oil relieves muscle aches,insect bites,and dizziness.In Thailand,it is a household name and widely regarded as an all-purpose herbal remedy.At the expo booth,a Chinese buyer was pleasantly surprised after trying it. 展开更多
关键词 Herbal Oils golden cross traditional formula herbal oilshas natural herbal extractsthe traditional medicine Thai Company modern technology gold cross
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Spin-Orbit State-Resolved Differential Cross Sections of S(^(1)D)+HD Reaction
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作者 Yu Li Heilong Wang +3 位作者 Zhirun Jiao Hongtao Zhang Chunlei Xiao Xueming Yang 《Chinese Journal of Chemical Physics》 2025年第5期582-586,I0147,共6页
Here,we report the spin-orbit state-resolved differential cross sections(DCSs)for the prototype barrierless reaction S(^(1)D)+HD.Both product channels,namely H+SD(^(2)Π_(3/2,1/2))and D+SH(^(2)Π_(3/2,1/2)),were measu... Here,we report the spin-orbit state-resolved differential cross sections(DCSs)for the prototype barrierless reaction S(^(1)D)+HD.Both product channels,namely H+SD(^(2)Π_(3/2,1/2))and D+SH(^(2)Π_(3/2,1/2)),were measured by high-resolution crossed molecular beam experiments.The DCSs of the two product channels show an overall forward-backward symmetry,in accordance with statistical model predictions.However,the DCSs for different spin-orbit manifolds show different preferences in forward or backward scattering directions at the same collision energies.This study reveals that,even though the title reaction proceeds via the long-lived complex mechanism,the spin-orbit coupling effects in the product channels play an important role in the reaction process. 展开更多
关键词 Barrierless reaction Spin-orbit effects crossed molecular beam Differential cross sections
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“Superimposed”spectral characteristics of fluorophores arising from cross-conjugation hybridization
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作者 Kai An Qinglong Qiao +3 位作者 Lovelesh Syed Ali Abbas Abedi Xiaogang Liu Zhaochao Xu 《Chinese Chemical Letters》 2025年第1期442-446,共5页
The demand for enhanced optical properties in advanced fluorescence technologies has driven research into the structure-property relationship of fluorophores.In this paper,we use naphthalene fluorophores Na DC-Aze and... The demand for enhanced optical properties in advanced fluorescence technologies has driven research into the structure-property relationship of fluorophores.In this paper,we use naphthalene fluorophores Na DC-Aze and PhDO-Aze as a case study to emphasize the pivotal role of cross conjugation in tuning the optical structure-property relationship.Na DC-Aze and PhDO-Aze,formed by hybridizing two distinct conjugated systems in a single naphthalene molecule,exhibit spectral characteristics from both conjugated systems.Experimental data and theoretical calculations demonstrate the coexistence of two electron-delocalization systems in a cross-conjugation manner in both Na DC-Aze and PhDO-Aze.The cross-conjugation fluorophores exhibit high brightness,large Stokes shift,and a broad absorption wavelength range by combining distinct spectral properties from its parent fluorophores.These spectral properties will be advantageous for certain applications(i.e.,panchromatic absorption in organic solar cells,and fluorophores compatible with a wide range of excitation wavelengths). 展开更多
关键词 FLUOROPHORE cross conjugation ABSORPTION Emission NAPHTHALENE
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Analytical and Numerical Investigation of Primary and Cross Waves in a Flume with Double Shoals
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作者 WANG Gang XIN Song-gang +3 位作者 LI Chuan-zhong FU Rui-li ZHANG Yao SHI Hua-bin 《China Ocean Engineering》 2025年第2期290-302,共13页
Flume experiments play a pivotal role in studying wave propagation,with wave elements typically assumed to remain constant in the perpendicular direction.However,evident cross wave phenomena were observed within flume... Flume experiments play a pivotal role in studying wave propagation,with wave elements typically assumed to remain constant in the perpendicular direction.However,evident cross wave phenomena were observed within flumes under certain conditions.This paper presents new analytical solutions for both primary and cross waves on double shoals in a flume via linear shallow-water equations,which may be used to idealize dynamic experimental configurations of coral reefs.The primary waves on double shoals are described by the associated Legendre functions,whereas the ultimate solutions are derived by considering the incident and reflected waves in front of a bathymetry and the transmitted waves positioned behind it.The effects of the angular frequency and topographic parameters on the primary waves are subsequently analyzed.Cross waves on double shoals constitute a type of topographically trapped wave whose solutions are formulated by combining the first and second types of the associated Legendre functions.The angular frequency is not only determined by the wavenumber but also influenced by the topographic parameters.Numerical experiments are conducted to investigate the generation mechanism of cross waves.The consistency between the numerical results and analytical solutions confirms the validity of the new analytical framework of cross waves on double shoals. 展开更多
关键词 cross waves primary waves analytical solutions wave flume numerical experiments
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Cross Slip and Twinning During Torsion Around α-Axis of Magnesium
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作者 Qi Pan Shichong Zhou +1 位作者 Fangxi Wang Peng Chen 《Acta Metallurgica Sinica(English Letters)》 2025年第8期1410-1420,共11页
Magnesium(Mg)alloys are usually subjected to torsion deformation during processing or manufacturing.However,the torsional behavior remains underexplored at the atomic level compared to uniaxial deformation.In this wor... Magnesium(Mg)alloys are usually subjected to torsion deformation during processing or manufacturing.However,the torsional behavior remains underexplored at the atomic level compared to uniaxial deformation.In this work,atomistic simulations are employed to understand the deformation mechanism during torsion around <1010>and<1120>axes of Mg.We reveal that the onset of plasticity occurs near the surface due to stress-gradient effect and the deformation mechanisms are highly dependent on torsion axis.Specifically,the prismatic and basal slip dominate torsion around[1120]axis.During torsion around[1010]axis,{1121}twinning can be activated,whereas{1011}twinning is formed due to local stress but detwinned eventually.Moreover,extensive cross slip and interactions between basal and prismatic dislocations are observed and the associated mechanisms are discussed.These novel atomic-scale insights provide deeper understanding of the plastic deformation mechanisms of Mg under torsional loading. 展开更多
关键词 MAGNESIUM cross slip Torsional deformation Molecular dynamics
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A Cross-Cultural Colorful Life
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作者 LIU CHANG 《China Today》 2025年第6期63-65,共3页
Being able to convey the nuances of each culture constitutes the true meaning of cultural exchanges.INTERPRETER,talk show performer,presenter,and art dealer.Li Song,born in the 1980s in Shanghai,wears many hats.Whethe... Being able to convey the nuances of each culture constitutes the true meaning of cultural exchanges.INTERPRETER,talk show performer,presenter,and art dealer.Li Song,born in the 1980s in Shanghai,wears many hats.Whether on the stage,television set,or at a Sino-French activity,most likely,this dynamic man will be there. 展开更多
关键词 PRESENTER art dealer SHANGHAI cultural exchanges cross cultural convey nuances talk show performer INTERPRETER
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Collapse characteristics and mechanisms of shallow cross roadways under mining blasting disturbance
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作者 XU Zhenyang LIU Aobo +3 位作者 REN Fuqiang YAN Yiran ZHANG Zuofu WANG Xuesong 《Journal of Mountain Science》 2025年第3期1101-1118,共18页
Cross roadway collapses are a common occurrence in underground mining operations.While the influence of mining blasts on the stability of surrounding rock is acknowledged,the underlying mechanisms remain inadequately ... Cross roadway collapses are a common occurrence in underground mining operations.While the influence of mining blasts on the stability of surrounding rock is acknowledged,the underlying mechanisms remain inadequately understood.This study investigates the characteristics and mechanisms of collapse in a shallow buried cross roadway subjected to mining blast disturbances,drawing insights from an engineering project in Anshan City,Northeast China.A strain-softening model based on unified strength theory was developed to effectively calculate and analyze the loosened zone thickness and surrounding rock displacement.The PFC3D-FLAC3D coupling method was employed to clarify the concentrated collapse area within the cross roadway,providing insight into the collapse mechanism through a cross-sectional model of the concentrated region.Results demonstrate that 50%of the cross roadway collapsed following the mining blast.Subsidence at the intersection was approximately one-fifth(0.66 m)of cross roadway’s net height,exceeding subsidence in other areas by 1.3.Under the action of repeated mining blasting,the cross section of the connection roadway forms a semi-elliptical high tensile stress zone.After the cumulative damage of the surrounding rock of the connection roadway exceeds the ultimate yield strength,the cumulative stress release causes the tensile failure of the surrounding rock.The plastic zone of the connecting roadway expands to three times of the initial,and continues to develop.The surrounding rock on both sides experienced tensile stress,cumulative stress release,and the vertical propagation of tensile cracks. 展开更多
关键词 cross roadway PFC-FLAC coupling Blast vibration Collapse mechanism
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Lattice oxygen transfer induced active phase transition of VPO catalysts in cross condensation of acetic acid and formaldehyde
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作者 Yinhong Niu Zhen Shi +6 位作者 Zhiquan Yu Qiang Guo Junju Mu Yafei Liang Zhixin Zhang Sheng Wang Feng Wang 《Chinese Journal of Catalysis》 2025年第12期112-126,共15页
Vanadium phosphorus oxide(VPO)catalyst is a promising candidate for the condensation reaction of formaldehyde(FA)and acetic acid(HAc)to produce acrylic acid(AA).However,the complexity of the active phases and their dy... Vanadium phosphorus oxide(VPO)catalyst is a promising candidate for the condensation reaction of formaldehyde(FA)and acetic acid(HAc)to produce acrylic acid(AA).However,the complexity of the active phases and their dynamic interconversion under redox conditions has led to controversies regarding the actual active phase in this reaction.To address this,this study systematically investigates the phase transition and underlying mechanism of VPO catalysts under reaction conditions.X-ray diffraction(XRD)patterns,Raman spectra,transmission electron microscopy images and X-ray photoelectron spectroscopy collectively demonstrated that the V^(4+)phase(VO)_(2)P_(2)O_(7)retained the bulk phase structure throughout the reaction,with only minor surface phase transition observed.In contrast,the V^(5+)phase underwent reduction to other phases in both bulk and surface regions.Specifically,theδ-VOPO_(4)phase rapidly transformed into theαII-VOPO_(4)phase,which could reversibly convert into the R1-VOHPO_(4)phase(V^(4+)).Controlled variable experiments,H_(2)-temperature programmed reduction and in-situ XRD experiments in a hydrogen atmosphere further demonstrated that these phase transitions were primarily attributed to the loss of lattice oxygen.The presence of V^(4+)phase in VPO catalysts enhanced the selectivity of acrylic acid,while the existence of V^(5+)phase promoted the activation of acetic acid.This work elucidates the redox-driven phase evolution of VPO catalysts and offers valuable insights for designing efficient catalysts for FA-HAc cross-condensation by balancing phase stability and activity. 展开更多
关键词 Vanadium phosphorus oxide Phase transition Acetic acid FORMALDEHYDE cross condensation Acrylic acid
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Photoinduced gold-catalyzed cross-couplings
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作者 Rong-Nan Yi Zi-Jian Zhao Wei-Min He 《Chinese Chemical Letters》 2025年第7期6-7,共2页
Gold,unlike other transition metals such as Pd,Ni,and Cu,offers unique reactivity profiles and has emerged as an attractive area of research in organic chemistry over the last two decades.Initially,gold catalysts were... Gold,unlike other transition metals such as Pd,Ni,and Cu,offers unique reactivity profiles and has emerged as an attractive area of research in organic chemistry over the last two decades.Initially,gold catalysts were widely used for theπ-activation of unsaturated carbon−carbon bonds,particularly alkynes.Moreover,they exhibit favorable functional-group compatibility,good biocompatibility,and,generally,gold-catalyzed reactions are not sensitive to air or water. 展开更多
关键词 PHOTOINDUCED organic chemistry transition metals reactivity profiles PALLADIUM carbon carbon bondsparticularly gold catalyzed cross couplings
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Dynamic response and wear analysis of a swing nose crossing in heavy haul railways
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作者 Enhui Zhang Chung Lun Pun +1 位作者 Alvin Hiew Wenyi Yan 《Railway Engineering Science》 2025年第2期192-215,共24页
Swing nose crossings(SNXs)have been widely used in heavy haul railways to create a smoother load transfer and hence reduced impact load.However,the current design of SNXs hasn’t been fully examined under heavy haul o... Swing nose crossings(SNXs)have been widely used in heavy haul railways to create a smoother load transfer and hence reduced impact load.However,the current design of SNXs hasn’t been fully examined under heavy haul operating conditions.Additionally,maintenance guidelines for SNX wear-related issues in Australian heavy haul railways are relatively lacking.As such,this study aims to investigate the dynamic response of the wheel-rail contact and analyse the wear performance of an SNX currently used in Australian heavy haul railways.Dynamic implicit-explicit finite element analysis was conducted to simulate the wheel-rail contact along the SNX.The distribution of the wear intensity over the SNX was identified by using a local contact-based wear model.The influence of various scenarios on wear was also explored.The results verify the improved dynamic performance of the SNX,as the increased contact force after load transfer remains below 1.2 times the static load.The findings also indicate that the decrease in relative height and increase in nose rail inclination result in greater wear on the nose rail.Notably,the SNX considered in the current study exhibits better wear performance when used with moderately worn wheels. 展开更多
关键词 WEAR Heavy haul railways Swing nose crossing Finite element method Wheel-rail contact
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Channel Measurement and Analysis of Human Body Radar Cross Section in26 GHz ISAC Systems
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作者 DUAN Hongyu WANG Mengyang +4 位作者 DUO Hao HE Danping MA Yihua LU Bin ZHONG Zhangdui 《ZTE Communications》 2025年第2期3-10,共8页
Radar cross section(RCS)plays a critical role in modeling target scattering characteristics and enhancing the precision of target detection and localization in integrated sensing and communication(ISAC)systems.This pa... Radar cross section(RCS)plays a critical role in modeling target scattering characteristics and enhancing the precision of target detection and localization in integrated sensing and communication(ISAC)systems.This paper investigates the human body RCS at 26 GHz via multiangle channel measurements under different clothing conditions.Based on calibrated electromagnetic(EM)parameters,the RCS characteristics of the human body in far-field conditions are analyzed using ray-tracing(RT)simulations.Some suggestions for the design of ISAC systems are also discussed.The results provide a solid theoretical foundation and practical reference for the modeling of target scattering characteristics for ISAC channels. 展开更多
关键词 channel measurement human body radar cross section integrated sensing and communication RAY-TRACING
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A TEN-YEAR CROSS-BORDER JOURNEY OF A FACIAL MASK
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作者 Degyi Chodron(Text/Photos) 《China's Tibet》 2025年第4期13-15,共3页
Ten years ago,Drolma-then selling facial masks on the streets of Lhasa-could hardly have imagined that the"Tibetan medicinal facial mask"sheand her partner were developing would one day appear in the central... Ten years ago,Drolma-then selling facial masks on the streets of Lhasa-could hardly have imagined that the"Tibetan medicinal facial mask"sheand her partner were developing would one day appear in the central exhibition hall of an international showcase. 展开更多
关键词 facial masks Tibetan medicinal masks international showcase cross industry journey
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3D medical image segmentation using the serial-parallel convolutional neural network and transformer based on crosswindow self-attention
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作者 Bin Yu Quan Zhou +3 位作者 Li Yuan Huageng Liang Pavel Shcherbakov Xuming Zhang 《CAAI Transactions on Intelligence Technology》 2025年第2期337-348,共12页
Convolutional neural network(CNN)with the encoder-decoder structure is popular in medical image segmentation due to its excellent local feature extraction ability but it faces limitations in capturing the global featu... Convolutional neural network(CNN)with the encoder-decoder structure is popular in medical image segmentation due to its excellent local feature extraction ability but it faces limitations in capturing the global feature.The transformer can extract the global information well but adapting it to small medical datasets is challenging and its computational complexity can be heavy.In this work,a serial and parallel network is proposed for the accurate 3D medical image segmentation by combining CNN and transformer and promoting feature interactions across various semantic levels.The core components of the proposed method include the cross window self-attention based transformer(CWST)and multi-scale local enhanced(MLE)modules.The CWST module enhances the global context understanding by partitioning 3D images into non-overlapping windows and calculating sparse global attention between windows.The MLE module selectively fuses features by computing the voxel attention between different branch features,and uses convolution to strengthen the dense local information.The experiments on the prostate,atrium,and pancreas MR/CT image datasets consistently demonstrate the advantage of the proposed method over six popular segmentation models in both qualitative evaluation and quantitative indexes such as dice similarity coefficient,Intersection over Union,95%Hausdorff distance and average symmetric surface distance. 展开更多
关键词 convolution neural network cross window self‐attention medical image segmentation transformer
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