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Interaction between Planetary-Scale Diffluent Flow and Synoptic-Scale Waves During the Life Cycle of Blocking 被引量:4
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作者 罗德海 刘金婷 李建平 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2010年第4期807-831,共25页
In this paper, a new transient forced quasi-resonant triad interaction theory in a beta channel is proposed to investigate the interaction between planetary-scale diffluent flow composed of zonal wavenumbers 1-3 and s... In this paper, a new transient forced quasi-resonant triad interaction theory in a beta channel is proposed to investigate the interaction between planetary-scale diffluent flow composed of zonal wavenumbers 1-3 and synoptic-scale waves produced continuously by a synoptic-scale vorticity source fixed upstream of an incipient blocking region during the life cycle of blocking. It is shown that the superposition of initial three Rossby waves for zonal wavenumbers 1 (monopole), 2 (dipole), and 3 (monopole), which permit triad quasi-resonance, can represent an incipient blocking event. The synoptic-scale eddies may act to amplify the incipient blocking and to excite a blocking circulation with a strong meander, whose flow pattern depends on the initial amplitudes of the planetary waves and both the intensity and location of preexisting synoptic-scale waves. The onset (decay) of the planetary-scale split-flow blocking is mainly represented by a strong increase (decrease) in the amplitude of the zonal wavenumber 2 component, having a dipole meridional structure related to the preexisting synoptic-scale eddies. The typical persistence time of the model blocking was of about 20 days, consistent with observations of blocking patterns. In our model, isolated asymmetric dipole blocking is formed by synoptic-scale waves. The instantaneous fields of total streamfunctions exhibit a remarkable resemblance to the synoptic maps observed during the life cycle of blocking. During the onset stage, the synoptic-scale waves are enhanced and split into two branches around the blocking region due to the feedback of the amplified blocking, in agreement with the observed changes of synoptic-scale waves in real blocking events. In addition, a diagnostic case study of blocking is presented to confirm the forced quasi-resonant triad interaction theory proposed here. 展开更多
关键词 quasi-resonant triad interaction blocking waves synoptic-scale waves blocking case
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Barotropic Interaction between Planetary-and Synoptic-Scale Waves during the Life Cycles of Blockings 被引量:9
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作者 罗德海 李建平 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2000年第4期649-670,共22页
In this paper, in an equivalent barotropic framework a new forced nonlinear Schroedinger equation is proposed to examine the interaction between the planetary-scale waves and the localized synoptic-scale eddies upstre... In this paper, in an equivalent barotropic framework a new forced nonlinear Schroedinger equation is proposed to examine the interaction between the planetary-scale waves and the localized synoptic-scale eddies upstream. With the help of the perturbed inverse scattering transform method, nonlinear parameter equations can be derived to describe the evolution of the dipole soliton amplitude, frequency, group velocity and phase under the forcing of localized synoptic-scale eddies. The numerical solutions of these equations predict that in the interaction between the weak dipole soliton (weak incipient dipole anomaly) and the synoptic-scale eddies, only when the high-frequency eddies themselves have a moderate parameter match they can near resonantly enhance a quasi-stationary large-amplitude split flow. The instantaneous total streamfunction field (the sum of background westerly wind, envelope Rossby soliton and synoptic-scale waves) is found to be very similar to the observed Berggren-type blocking on the weather map(Berggren et al. 1949). The role of synoptic-scale eddies is to increase the amplitude of large-scale dipole anomaly flow, and to decrease its group velocity, phase velocity and zonal wavenumber so that the dipole anomaly system can be amplified and transferred from dispersive system to very weak dispersive one. This may explain why and how the synoptic-scale eddies can reinforce and maintain vortex pair block. Furthermore, it is clearly found that during the prevalence of the vortex pair block the synoptic-scale eddies are split into two branches around the vortex pair block due to the feedback of amplified dipole block. Key words Envelope Rossby solilon - Blocking - Synoptic-to-planetary scale interaction This research was supported jointly by the Foundation for University Key Teacher by the Ministry of Education and by the National Natural Science Foundation of China (49775266, 49905007)), the Knowledge Innovation Key Project of Chinese Academy of Sciences in the Resource Environment Field (Grant No. KZCX 2-203) and the National Key Foundation Research Project (G1998040900, Part I). 展开更多
关键词 Envelope Rossby solilon blocking Synoptic-to-planetary scale interaction
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Life Cycles of Blocking Flows Associated with Synoptic-Scale Eddies: Observed Results and Numerical Experiments
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作者 罗德海 李建平 黄菲 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2002年第4期594-618,共25页
An observational study is presented to confirm that the life cycle of blocking associated with synoptic—scale eddies is a transfer process between dispersion and nondispersion. In addition, numerical experiments are ... An observational study is presented to confirm that the life cycle of blocking associated with synoptic—scale eddies is a transfer process between dispersion and nondispersion. In addition, numerical experiments are conducted. It is found that the synoptic—scale eddies seem to play a dominant role in the amplification of blocking, while the topography effect appears to play a phase-locking role. At the same time, the synoptic eddies tend to split into two branches during the onset of blocking. This supports the observational results obtained. 展开更多
关键词 blockING life cycle synoptic—scale eddy
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Effects of information transmission delay and channel blocking on synchronization in scale-free Hodgkin-Huxley neuronal networks
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作者 Qing-Yun Wang Yan-Hong Zheng 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2011年第6期1052-1058,共7页
In this paper,we investigate the evolution of spatiotemporal patterns and synchronization transitions in dependence on the information transmission delay and ion channel blocking in scale-free neuronal networks.As the... In this paper,we investigate the evolution of spatiotemporal patterns and synchronization transitions in dependence on the information transmission delay and ion channel blocking in scale-free neuronal networks.As the underlying model of neuronal dynamics,we use the Hodgkin-Huxley equations incorporating channel blocking and intrinsic noise.It is shown that delays play a significant yet subtle role in shaping the dynamics of neuronal networks.In particular,regions of irregular and regular propagating excitatory fronts related to the synchronization transitions appear intermittently as the delay increases.Moreover,the fraction of working sodium and potassium ion channels can also have a significant impact on the spatiotemporal dynamics of neuronal networks.As the fraction of blocked sodium channels increases,the frequency of excitatory events decreases,which in turn manifests as an increase in the neuronal synchrony that,however,is dysfunctional due to the virtual absence of large-amplitude excitations.Expectedly,we also show that larger coupling strengths improve synchronization irrespective of the information transmission delay and channel blocking.The presented results are also robust against the variation of the network size,thus providing insights that could facilitate understanding of the joint impact of ion channel blocking and information transmission delay on the spatiotemporal dynamics of neuronal networks. 展开更多
关键词 scale-free neuronal networks - Information transmission delay Ion channel blocking SYNCHRONIZATION
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基于M2-MHA Block轻量化模型的小样本跨工况轴承故障诊断
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作者 邓兴超 朱冠华 +2 位作者 张清华 张发振 赵乾惠 《机床与液压》 北大核心 2025年第7期31-39,共9页
针对轴承故障诊断中存在的训练数据不充分、模型泛化能力差以及计算复杂度大等问题,提出一种基于轻量化卷积神经网络的小样本跨工况轴承故障诊断方法。采用原始振动信号与量纲一量辅助数据集的并行输入方式,搭建基于深度可分离卷积的多... 针对轴承故障诊断中存在的训练数据不充分、模型泛化能力差以及计算复杂度大等问题,提出一种基于轻量化卷积神经网络的小样本跨工况轴承故障诊断方法。采用原始振动信号与量纲一量辅助数据集的并行输入方式,搭建基于深度可分离卷积的多输入多尺度(M2)特征提取架构,避免了仅使用原始振动信号可能导致的特征不充分问题。此外,提出一种多头注意力块(MHA Block),以提升训练效率和诊断性能。最后,通过迁移学习技术实现了基于小样本的跨工况诊断,并在凯斯西储大学数据集上进行实验验证。结果表明:所提方法在源域下的平均诊断精度达99.8%,且模型参数量和模型大小仅分别为28 789和540.5 kB;在小样本跨工况迁移诊断中,采用100个样本进行训练、500个样本进行测试,平均诊断精度高达99.3%;文中所提方法能够在低计算量条件下,实现高准确率与良好的泛化性能。 展开更多
关键词 故障诊断 轻量化 多输入多尺度 多头注意力块 小样本 跨工况
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Assessment of Flood Catastrophe Risk for Grain Production at the Provincial Scale in China Based on the BMM Method 被引量:5
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作者 XU Lei ZHANG Qiao +1 位作者 ZHOU Ai-lian HUO Ran 《Journal of Integrative Agriculture》 SCIE CAS CSCD 2013年第12期2310-2320,共11页
Flood catastrophe risk assessment is imperative for the steady development of agriculture under the context of global climate change,and meanwhile,it is an urgent scientific issue need to be solved in agricultural ris... Flood catastrophe risk assessment is imperative for the steady development of agriculture under the context of global climate change,and meanwhile,it is an urgent scientific issue need to be solved in agricultural risk assessment discipline.This paper developed the methodology of flood catastrophe risk assessment,which can be shown as the standard process of crop loss calculation,Monte Carlo simulation,the generalized extreme value distribution(GEV) fitting,and risk evaluation.Data on crop loss were collected based on hectares covered by natural disasters,hectares affected by natural disasters,and hectares destroyed by natural disasters using the standard equation.Monte Carlo simulation based on appropriate distribution was used to expand sample size to overcome the insufficiency of crop loss data.Block maxima model(BMM) approach based on the extreme value theory was for modeling the generalized extreme value distribution(GEV) of flood catastrophe loss,and then flood catastrophe risk at the provincial scale in China was calculated.The Type III Extreme distribution(Weibull) has a weighted advantage of modeling flood catastrophe risk for grain production.The impact of flood catastrophe to grain production in China was significantly serious,and high or very high risk of flood catastrophe mainly concentrates on the central and eastern regions of China.Given the scenario of suffering once-in-a-century flood disaster,for majority of the major-producing provinces,the probability of 10% reduction of grain output is more than 90%.Especially,the probabilities of more than 15% decline in grain production reach up to 99.99,99.86,99.69,and 91.60% respectively in Anhui,Jilin,Liaoning,and Heilongjiang.Flood catastrophe assessment can provide multifaceted information about flood catastrophe risk that can help to guide management of flood catastrophe. 展开更多
关键词 flood catastrophe risk assessment block maxima model(BMM) provincial scale China
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A New Method of Multi-Scale Geologic Modeling and Display
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作者 Yongliang Bai Zhan Liu +2 位作者 Lanfa Liu Roger Mason Binghu Huang 《Journal of Earth Science》 SCIE CAS CSCD 2014年第3期537-543,共7页
A new method of multi-scale modeling and display of geologic data is introduced to provide information with appropriate detail levels for different types of research. The multi-scale display mode employs a model exten... A new method of multi-scale modeling and display of geologic data is introduced to provide information with appropriate detail levels for different types of research. The multi-scale display mode employs a model extending existing 2D methods into 3D space. Geologic models with different scales are organized by segmenting data into orthogonal blocks. A flow diagram illustrates an octree method for upscaling between blocks with different scales. Upscaling data from the smallest unit cells takes into account their average size and the Burgers vector when there are mismatches. A geocellular model of the Chengdao Reservoir of the Shengli Oilfield, China is taken as an illustrative case, showing that the methods proposed can construct a multi-scale geologic model correctly and display data from the multi-scale model effectively in 3D. 展开更多
关键词 multi-scale geologic model block data organization topological relationship upscale geologic structure multi-scale display.
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噪声背景下梅尔频率倒谱系数与多注意力网络在电机故障诊断中的应用 被引量:2
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作者 宋恩哲 朱仁杰 +2 位作者 靖海国 姚崇 柯赟 《哈尔滨工程大学学报》 北大核心 2025年第3期475-485,共11页
针对电机实际工作过程中存在噪声干扰导致故障诊断精度下降的问题,本文提出了一种基于梅尔频率倒谱系数动态特征与多注意力融合卷积神经网络的故障诊断方法。通过梅尔频率倒谱系数动态特征提取噪声信号中的低频信息,并结合卷积注意力模... 针对电机实际工作过程中存在噪声干扰导致故障诊断精度下降的问题,本文提出了一种基于梅尔频率倒谱系数动态特征与多注意力融合卷积神经网络的故障诊断方法。通过梅尔频率倒谱系数动态特征提取噪声信号中的低频信息,并结合卷积注意力模块的自适应调节能力及多特征融合策略进一步减少噪声对故障诊断的干扰。通过电机台架数据验证了该方法在噪声条件下诊断的可行性,然而该方法受梅尔频率倒谱系数参数与网络结构的直接影响,因此具体分析了不同参数条件对抗噪性能的影响。实验结果表明:在信噪比-10 dB噪声背景下,梅尔频率倒谱系数动态特征与多注意力融合卷积神经网络相结合的故障诊断方法仍保持90%以上的诊断精度。 展开更多
关键词 电机 故障诊断 噪声环境 梅尔频率倒谱系数 卷积神经网络 多尺度 卷积注意力模块 特征融合
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共情训练对住院医师超声引导下臂丛神经阻滞学习效果的影响
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作者 陈亮 沈洋 《中国高等医学教育》 2025年第1期111-112,115,共3页
目的:评估共情训练对住院医师超声引导臂丛神经阻滞学习效果的影响。方法:选择60名麻醉专业住院医师随机分为试验组和对照组。试验组在神经阻滞学习前进行共情训练。比较两组的共情分数和操作成绩。结果:试验组成绩均高于对照组,差异具... 目的:评估共情训练对住院医师超声引导臂丛神经阻滞学习效果的影响。方法:选择60名麻醉专业住院医师随机分为试验组和对照组。试验组在神经阻滞学习前进行共情训练。比较两组的共情分数和操作成绩。结果:试验组成绩均高于对照组,差异具有统计学意义。结论:共情训练有助于麻醉专业住院医师提高学习神经阻滞的成绩。 展开更多
关键词 共情训练 住院医师 神经阻滞 杰斐逊共情量表
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Interaction between a Slowly Moving Planetary-Scale Dipole Envelope Rossby Soliton and a Wavenumber-Two Topography in a Forced Higher Order Nonlinear Schr■dinger Equation
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作者 罗德海 李建平 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2001年第2期239-256,共18页
A parametrically excited higher-order nonlinear Schrodinger (NLS) equation is derived to describe the interaction of a,slowly moving planetary-scale envelope Rossby soliton for zonal wavenumber-two with a wavenumber-t... A parametrically excited higher-order nonlinear Schrodinger (NLS) equation is derived to describe the interaction of a,slowly moving planetary-scale envelope Rossby soliton for zonal wavenumber-two with a wavenumber-two topography under the LG-type dipole near-resonant condition. The numerical solution of this equation is made. It is found that in a weak background westerly wind satisfying the LG-type dipole near-resonance condition, when an incipient envelope Rossby soliton is located in the topographic trough and propagates slowly, it can be amplified though the near-resonant forcing of wavenumber-two topography and can exhibit an oscillation. However, this soliton can break up after a long the and excite a train of small amplitude waves that propagate west ward. In addition, it is observed that in the soliton-topography interaction the topographically near-resonantly forced planetary-scale soliton has a slowly westward propagation, but a slowly eastward propagation after a certain time. The instantaneous total streamfunction fields of the topographically forced planetary-scale soliton are found to bear remarkable resemblance to the initiation, maintenance and boy of observed mega-type blocking high and dipole blocking. The soliton perturbation theory is used to examine the role of a wavenumber-two topography in near-resonantly forcing omega-type blocking high and dipole blocking. It can be shown that in the amplifying process of forced planetary-scale soliton, due to the inclusion of the higher order terms its group velocity gradually tends to be equal to its phase velocity so that the block envelope and carrier wave can be phase-locked at a certain time. This shows that the initiation of blocking is a transfer of amplified envelope soliton system from dispersion to nondispersion. However, there exists a reverse process during the decay of blocking. It appears that in the higher latitude regions, the planetary-scale envelope soliton-topography interaction could be regarded as a possible mechanism of the establishment of blocking. 展开更多
关键词 Planetary-scale envelope Rossby soliton Soliton-topography interaction blocking high
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基于MF-YOLOX-S的煤矿井下行人检测算法
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作者 谢斌红 张晓晨 《太原科技大学学报》 2025年第5期433-438,446,共7页
针对煤矿井下大型设备遮挡、行人尺度不一等复杂环境导致行人检测出现漏检、误检等问题,提出一种基于MF-YOLOX-S算法的煤矿井下行人检测方法。通过设计新的特征金字塔模型MF-FPN作为YOLOX-S中原始特征金字塔网络(Feature Pyramid Networ... 针对煤矿井下大型设备遮挡、行人尺度不一等复杂环境导致行人检测出现漏检、误检等问题,提出一种基于MF-YOLOX-S算法的煤矿井下行人检测方法。通过设计新的特征金字塔模型MF-FPN作为YOLOX-S中原始特征金字塔网络(Feature Pyramid Networks,FPN)的替代方案,首先将多尺度注意力模块填充至FPN高层特征融合前,以提取丰富的多尺度上下文信息;其次,在特征融合后利用特征增强模块增大FPN中的感受野,增强原始特征金字塔的表征能力,在保证检测实时性的前提下,提高YOLOX-S网络对复杂环境下行人的检测能力。在COCO数据集和煤矿井下行人数据集下的实验结果表明,所提算法相对于原YOLOX-S,平均精度mAP分别有1.96%和3.64%的提升,且检测速度达到65 FPS,满足井下行人检测的实时性要求,对煤矿智能监控系统具有重要意义。 展开更多
关键词 煤矿井下 MF-FPN YOLOX网络 多尺度特征融合 遮挡行人检测
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北京花园式街区建设实施路径探索——以南苑街道为例
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作者 张曦 许益恺 李雄 《风景园林》 北大核心 2025年第9期39-46,共8页
【目的】在综合分析北京花园城市精华片区建设需求的基础上,对精华片区重要实施主体花园式街区进行实证分析,以北京市丰台区南苑街道为例探讨花园式街区建设的实施路径,为花园城市高质量发展提供经验参考。【方法/过程】综合运用文献分... 【目的】在综合分析北京花园城市精华片区建设需求的基础上,对精华片区重要实施主体花园式街区进行实证分析,以北京市丰台区南苑街道为例探讨花园式街区建设的实施路径,为花园城市高质量发展提供经验参考。【方法/过程】综合运用文献分析法、问卷调查法等方法,构建适配街区尺度的综合评价指标体系;结合空间数据分析和人本数据分析等技术手段,系统评价花园式街区建设的优势与不足。兼顾街区评价结果与实地调研情况,制定街区更新规划设计策略,结合花园场景营建需求进行主题场景群营造,构建多元参与的长效化运营模式。【结果/结论】通过实证分析,总结出“精准诊断—科学规划—场景营造—长效运营”的系统化实施路径,明确花园式街区建设需求,科学规划空间布局,着力提升居民对花园城市的参与感、获得感与幸福感,为首都花园城市高质量发展注入全新动力。 展开更多
关键词 花园城市 精华片区 花园式街区 街区规划设计 实施路径
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基于多尺度引导滤波的宫颈细胞核图像分割 被引量:1
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作者 令狐鑫瑶 陈燕 +4 位作者 张鹏程 刘祎 桂志国 赵伟 董展豪 《计算机应用》 北大核心 2025年第4期1333-1339,共7页
针对宫颈细胞核图像分割中上下文信息联系匮乏和边缘分割不准确且精度低等问题,提出一种基于Unet改进的结合密集块的U型卷积多尺度引导滤波模块的宫颈细胞核分割网络DGU-Net(Dense-Guided-UNet),可以更完整且精确地分割宫颈细胞核图像... 针对宫颈细胞核图像分割中上下文信息联系匮乏和边缘分割不准确且精度低等问题,提出一种基于Unet改进的结合密集块的U型卷积多尺度引导滤波模块的宫颈细胞核分割网络DGU-Net(Dense-Guided-UNet),可以更完整且精确地分割宫颈细胞核图像。首先,以编码器、解码器结构的U-net模型作为网络骨干提取图像特征;其次,引入密集块模块连接不同层之间的特征,实现上下文信息的传递,从而增强模型的特征提取能力;同时,在每次下采样后和上采样前引入多尺度引导滤波模块,从而引入灰度引导图像中明显的边缘细节信息,增强图像细节和边缘信息;最后,在每个解码器路径中都增加一个侧输出层,融合并平均所有输出的特征信息,从而融合不同尺度不同层次的特征信息,提升结果的准确性和完整性。在Herlev数据集上实验,并把所提网络与U-net、PGU-net+(Progressive Growing of U-net+)和LFANet(Lightweight Feature Attention Network)这3种深度学习模型对比。结果表明,与PGUnet+相比,DGU-Net的准确率提升了70.06%;与LFANet相比,DGU-Net的交并比(IoU)提升了6.75%。可见,DGU-Net在边缘细节信息处理上更准确,并在分割指标上普遍优于对比模型。 展开更多
关键词 多尺度引导滤波 密集块 宫颈细胞核 细胞核图像分割 U型网络
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不同次季节尺度热量和动量输送对冬季乌拉尔山超长阻塞高压事件的影响
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作者 徐彬羽 姚素香 《大气科学》 北大核心 2025年第5期1295-1308,共14页
冬季,长持续时间的阻塞高压往往造成更大强度的冷空气堆积,从而导致大范围强寒潮事件的发生,研究阻塞高压的建立和长时间维持机理具有重要的科学意义。本文基于欧洲中期天气预报中心(European Centre for Medium-Range Weather Forecast... 冬季,长持续时间的阻塞高压往往造成更大强度的冷空气堆积,从而导致大范围强寒潮事件的发生,研究阻塞高压的建立和长时间维持机理具有重要的科学意义。本文基于欧洲中期天气预报中心(European Centre for Medium-Range Weather Forecasts,ECMWF)提供的1979/1980至2019/2020年ERA5逐日再分析数据,从近41年冬季114次乌拉尔山阻塞高压(以下简称乌山阻高)事件中筛选出6次超长阻高事件(生命期≥10天),对比超长阻高事件与其他阻高事件的异同点,着重探究超长阻高事件发展和维持过程中不同次季节尺度的热、动量输送特征。结果表明:(1)乌山地区位势高度具有显著季节内振荡特征,超长阻高事件的建立和维持均以位势高度异常的季节内尺度分量(20~80天)为主,其他阻高事件的建立和维持则分别取决于位势高度异常的准双周尺度分量(10~20天)和季节内尺度分量。(2)在超长阻高事件发展阶段,定常热量通量梯度的准双周尺度分量和季节内尺度分量均有利于位势高度增加,并且准双周尺度热量输送贡献更大,而在阻高维持阶段贡献最大的是季节内尺度热量输送。相较而言,其他阻高事件中仅季节内尺度分量的热量输送有利于其建立,数值逐渐减小,不利于其维持。(3)动量输送对阻高事件的影响同样不可忽视。阻高事件的发展是准双周尺度和季节内尺度动量输送共同作用的结果,不同的是超长阻高事件中准双周尺度动量输送集中在发展阶段前期,季节内尺度动量输送贯穿整个发展阶段,而其他阻高事件中动量输送相对较小。维持阶段超长阻高事件以定常动量通量的季节内尺度分量为主,其他阻高事件则以定常动量通量的准双周尺度分量为主。 展开更多
关键词 乌山阻高 尺度分离 定常热量通量 定常动量通量
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人因工程学影响下的办公街区设计实践 被引量:2
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作者 陈冰 刘佳 《城市建筑》 2025年第1期60-65,共6页
随着城市化进程的加速推进,以及办公环境对员工舒适性和效率要求的不断提高,办公街区设计成为一个备受关注的领域。人因工程学作为一门研究人类与技术、环境之间相互作用关系的学科,可以为办公街区设计提供重要的指导和支持。文章通过... 随着城市化进程的加速推进,以及办公环境对员工舒适性和效率要求的不断提高,办公街区设计成为一个备受关注的领域。人因工程学作为一门研究人类与技术、环境之间相互作用关系的学科,可以为办公街区设计提供重要的指导和支持。文章通过对人因工程学在办公街区设计实践中的应用综述,分析了人因工程学对办公街区各个尺度设计的影响。合理运用人因工程学原理进行嘉兴国际金融广场的项目实践,为打造嘉兴金融区提供有益思路。 展开更多
关键词 人因工程学 办公街区 尺度 非正式交流空间 共享空间 多维空间
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超大规模自然崩落法开采岩移非线性发展特征
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作者 黄明清 李兆岚 +2 位作者 刘青灵 申逸凌 郭晓强 《中国安全科学学报》 北大核心 2025年第7期67-74,共8页
为提高矿山安全管控水平,构建国外某超大规模自然崩落法矿山大尺度精细化三维数值模型,采用FLAC 3D模拟开采生命周期内崩落体发展及地表岩移时空演化特征,并基于复合岩移标准评估地表构筑物的安全性。结果表明:崩落体的发育呈现出显著... 为提高矿山安全管控水平,构建国外某超大规模自然崩落法矿山大尺度精细化三维数值模型,采用FLAC 3D模拟开采生命周期内崩落体发展及地表岩移时空演化特征,并基于复合岩移标准评估地表构筑物的安全性。结果表明:崩落体的发育呈现出显著的不连续、间歇式、跳跃性的非线性特征,且其扩展模式存在明确临界转换条件——未崩通地表前以竖向崩落为主,崩通地表后转变为以侧向扩展为主。地表崩落区的扩展过程呈现出2阶段演化特征,初期因表土层松软而快速扩展,中后期则因地表散体碎屑物的填充进入速率衰减期,最终形成与拉底面积和位置高度耦合的崩落区。基于复合岩移标准的岩移区评估显示,该矿山开采生命周期内地表重要建(构)筑物均处于岩移区之外,且曲率“率先超限”的特征可作为预测崩通地表时机的早期指标。 展开更多
关键词 超大规模 自然崩落法 岩移标准 非线性发展 崩落区 岩移范围
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II导联心电图中心肌梗死检测与定位:基于多尺度残差模块融合改进通道注意力模型
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作者 吴秋岑 卢学麒 +3 位作者 温耀棋 洪永 吴煜良 陈超敏 《南方医科大学学报》 北大核心 2025年第8期1777-1790,共14页
目的提高心肌梗死(MI)检测和定位准确性,为临床诊断提供辅助决策支持。方法本文提出了一种基于多尺度残差模块融合改进通道注意力模型(MSF-RB-MCA)。该模型利用II导联心电图(ECG)信号检测和定位MI,通过多尺度残差模块提取不同层次的特... 目的提高心肌梗死(MI)检测和定位准确性,为临床诊断提供辅助决策支持。方法本文提出了一种基于多尺度残差模块融合改进通道注意力模型(MSF-RB-MCA)。该模型利用II导联心电图(ECG)信号检测和定位MI,通过多尺度残差模块提取不同层次的特征信息,并引入改进通道注意力自动调整特征权重,增强模型对MI区域的关注能力,从而提高MI检测与定位的精度。结果使用公开的PTB数据集对提出的模型进行了5折交叉验证。在MI检测任务中,模型在测试集上的准确率、特异性、敏感度分别达到99.96%、99.84%和99.99%;在MI定位任务中,准确率、特异性、敏感度分别为99.81%、99.98%和99.65%。检测和定位结果均优于其他几种模型。结论本研究提出的MSF-RB-MCA模型在基于II导联ECG信号的MI检测与定位方面表现出色,展现出其在可穿戴设备领域中的广泛应用前景。 展开更多
关键词 心肌梗死 深度学习 多尺度 残差模块 改进通道注意力
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融合边缘信息的并行图像修复算法
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作者 文瑞森 原玲 《计算机应用与软件》 北大核心 2025年第6期265-271,共7页
现有图像修复方法仍存在边缘混淆、纹理缺失或修复失真不连贯等问题。针对上述问题,提出一种融合边缘结构的并行生成对抗修复网络。首先设计一个边缘结构修复网络得到完整的边缘结构信息,接着再将待修复破损图和边缘结构信息送入基于门... 现有图像修复方法仍存在边缘混淆、纹理缺失或修复失真不连贯等问题。针对上述问题,提出一种融合边缘结构的并行生成对抗修复网络。首先设计一个边缘结构修复网络得到完整的边缘结构信息,接着再将待修复破损图和边缘结构信息送入基于门卷积的并行网络结构,分别通过改进的感知注意力模块以及多尺度融合块两条支路提取信息来最终修复图像。在Paris StreetView和CelebA-HQ数据集上的实验结果表明该方法在PSNR和SSIM指标上基本优于对比算法,大比例缺失掩码下效果显著平均提升6.2%与5.5%,取得真实良好的修复效果。 展开更多
关键词 边缘信息 多尺度融合块 门卷积 感知注意力 图像修复
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基于时空大数据的街区尺度建筑在室人员动态密度模型研究
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作者 罗宇枫 董宇 +1 位作者 张堃鹏 于嘉琪 《世界建筑》 2025年第7期101-108,共8页
模拟是计算城市建筑能耗的关键技术,但传统固定人员表法忽略了建筑在室人员密度的动态特征,易致计算结果偏差。本文通过精准识别街区功能与类型,以长春市3个不同类型的商业街区为研究样本,结合实测与时空大数据,构建街区尺度建筑逐时在... 模拟是计算城市建筑能耗的关键技术,但传统固定人员表法忽略了建筑在室人员密度的动态特征,易致计算结果偏差。本文通过精准识别街区功能与类型,以长春市3个不同类型的商业街区为研究样本,结合实测与时空大数据,构建街区尺度建筑逐时在室人员密度模型。模型计算结果在平均密度、峰值以及波动性方面皆展示了更高的精准度。 展开更多
关键词 建筑能耗 街区尺度 时空大数据 人员密度模型
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融合多尺度注意力的生成对抗红外与可见光图像融合
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作者 许光宇 刘冬旭 《阜阳师范大学学报(自然科学版)》 2025年第3期1-10,共10页
针对红外与可见光图像融合中存在目标信息减弱、细节信息不够丰富等问题,同时为了使融合图像保留更多源图像的信息,本文提出一种基于多尺度注意力机制和梯度残差密集块(GRDB)的双鉴别条件生成对抗融合网络。首先,生成器由两个多尺度注... 针对红外与可见光图像融合中存在目标信息减弱、细节信息不够丰富等问题,同时为了使融合图像保留更多源图像的信息,本文提出一种基于多尺度注意力机制和梯度残差密集块(GRDB)的双鉴别条件生成对抗融合网络。首先,生成器由两个多尺度注意网络和一个融合网络组成,两个多尺度注意网络分别生成红外图像和可见光图像的注意图,使融合网络更加关注显著区域来重建图像。融合网络采用梯度残差密集块,以增强融合网络对细粒度空间细节的描述能力,从而使得融合图像具有显著红外信息和可见光细节信息。其次,鉴别器采用预训练的VGG-16网络以获得更好的分类效果。实验结果表明,与主流算法相比,本文算法不仅在主观视觉效果和评价指标上取得了提高,在时间性能上也展示出优势。 展开更多
关键词 多尺度注意力机制 生成对抗网络 梯度残差密集块 VGG-16网络
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