论文标题
通过神经网络在直边探索菲涅耳衍射
Exploring Fresnel diffraction at a straight edge with a neural network
论文作者
论文摘要
我们描述了一个与一组本科生学生一起进行的研究项目，旨在探索使用神经网络在波光学中研究经典问题，其分析解决方案是众所周知的：通过不透明的半无限屏幕的直边的光衍射。通过这种接触机器学习，学生能够欣赏机器学习过程中涉及的基本步骤。
We describe a research project carried out with a group of undergraduate physics students and aimed at exploring the use of a neural network to study a classical problem in wave optics whose analytical solution is well known: the diffraction of light by the straight edge of an opaque semi-infinite screen. Through this exposure to machine learning, the students were able to appreciate the basic steps involved in a machine-learning process.
