基于神经网络算法的菲涅耳衍射研究RESEARCH ON FRESNEL DIFFRACTION BASED ON NEURAL NETWORK ALGORITHMS
徐勃,李天驰,郭永锋,吴保允,张思遥,刘丽飒,王槿,孔勇发
摘要(Abstract):
菲涅耳衍射作为衍射的一种类型,由于数学上的复杂性,其定量分析在本科阶段学习难度较大,相关实验较少。神经网络作为一种模拟人脑神经元结构和功能的算法,可以用于处理复杂数据。本文在无透镜相干光路中采用异形孔板作为物,多孔板作为抽样板,利用神经网络算法对衍射图像进行分析,通过计算反演矩阵实现了对物体的形貌识别。此外,本文还对衍射亮斑间距与光强分布进行了详细地计算和说明。本文设计的菲涅耳衍射实验适合本科教学,有助于学生对相关理论知识的理解与运用。
关键词(KeyWords): 菲涅耳衍射;无透镜光路;计算光学成像;神经网络算法
基金项目(Foundation): 2024年教育部实验教学和教学实验室建设研究项目(SYJX2024-024);2024年教育部高校教师教学组织和教学发展体系建设研究项目;; 教育部港澳与内地高等学校师生交流计划项目;; 南开大学实验课程教学改革项目(24NKSYKF06)
作者(Author): 徐勃,李天驰,郭永锋,吴保允,张思遥,刘丽飒,王槿,孔勇发
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