Ni-Fe/Cu/Co/Cu multilayered nanowire arrays were electrodeposited into anodic aluminum oxide template by using dual-bath method at room temperature. Scanning electron microscopy and transmission electron microscopy we...Ni-Fe/Cu/Co/Cu multilayered nanowire arrays were electrodeposited into anodic aluminum oxide template by using dual-bath method at room temperature. Scanning electron microscopy and transmission electron microscopy were used to characterize the morphology and structure of the multilayered nanowire arrays. Vibrating sample magnetometer and physical property measurement system were used to measure their magnetic and giant magnetoresistance （GMR） properties. The effect of sub-layer thickness on the magnetic and GMR properties was investigated. The results indicate that magnetic properties of electmdeposited nanowires are not affected obviously by Cu layer thickness, while magnetic layers （Ni-Fe and Co layers） have significant influence. In addition, GMR ratio presents an oscillatory behavior as Cu layer thickness changes. The magnetic and GMR properties of the multilayered nanowire arrays are optimum at room temperature for the material structure of Ni-Fe （25 nm）/Cu （15 nm）/Co （25 nm）/Cu （15 nm） with 30 deposition cycles.展开更多
针对露天矿生产场景中存在着目标像素低、小目标众多、背景复杂等问题,在YOLOv5s的基础上提出一种多尺度和超分辨率网络(multiscale and super-resolution network,MS_Net)。在特征融合模块,将PANet的三尺度检测升级为四尺度检测,提高...针对露天矿生产场景中存在着目标像素低、小目标众多、背景复杂等问题,在YOLOv5s的基础上提出一种多尺度和超分辨率网络(multiscale and super-resolution network,MS_Net)。在特征融合模块,将PANet的三尺度检测升级为四尺度检测,提高网络的多尺度学习能力,并使用子像素卷积作为上采样方法;提出一种多层融合(multi layer fusion,MLF)模块,融合了PANet 3个输出层的特征,得到一个具有丰富语义信息和空间信息的特征图;在预测层中,使用SIoU作为定位损失函数,优化模型的参数。实验结果表明:MS_Net网络在PASCALVOC数据集上mAP为79.4%,FPS为59;在矿山数据集上mAP为80.2%,FPS为64.5,模型可快速、准确、高效地对露天矿中的目标进行识别检测。展开更多
基金Supported by the Natural Science Foundation of Tianjin,China(08JCZDJC17400)
文摘Ni-Fe/Cu/Co/Cu multilayered nanowire arrays were electrodeposited into anodic aluminum oxide template by using dual-bath method at room temperature. Scanning electron microscopy and transmission electron microscopy were used to characterize the morphology and structure of the multilayered nanowire arrays. Vibrating sample magnetometer and physical property measurement system were used to measure their magnetic and giant magnetoresistance （GMR） properties. The effect of sub-layer thickness on the magnetic and GMR properties was investigated. The results indicate that magnetic properties of electmdeposited nanowires are not affected obviously by Cu layer thickness, while magnetic layers （Ni-Fe and Co layers） have significant influence. In addition, GMR ratio presents an oscillatory behavior as Cu layer thickness changes. The magnetic and GMR properties of the multilayered nanowire arrays are optimum at room temperature for the material structure of Ni-Fe （25 nm）/Cu （15 nm）/Co （25 nm）/Cu （15 nm） with 30 deposition cycles.
基金Supported by the National Natural Science Foundation of China under Grant No.60473082(国家自然科学基金)the National Basic Research Program of China under Grant No.2003CB314801(国家重点基础研究发展计划(973))
