Journal
EUROPEAN JOURNAL OF PHYSICS
Volume 43, Issue 3, Pages -Publisher
IOP Publishing Ltd
DOI: 10.1088/1361-6404/ac5bec
Keywords
Fresnel diffraction; neural network; machine learning
Funding
- French National Research Agency [I-SITE BFC ANR-17-EURE-0002, OPTIMAL ANR-20-CE30-0004]
- Institut Universitaire de France
- CNRS
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This article describes a research project conducted with undergraduate physics students, aimed at exploring the use of a neural network to study a classic problem in wave optics. The students were able to appreciate the basic steps involved in a machine-learning process through this experience.
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.
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