Physics Problem Solving: ISAAC-II
Abstract
The quantum analogue of ptychography, a powerful coherent diffractive imaging technique, is a simple method for reconstructing <i>d</i>-dimensional pure states. It relies on measuring partially overlapping parts of the input state in a single orthonormal basis and feeding the outcomes to an iterative phase retrieval algorithm for postprocessing. We provide a proof of concept demonstration of this method by determining pure states given by superpositions of <i>d</i> transverse spatial modes of an optical field. A set of <i>n</i> rank-<i>r</i> projectors, diagonal in the spatial mode basis, is used to generate <i>n</i> partially overlapping parts of the input, and each part is projectively measured in the Fourier transformed basis. For <i>d</i> up to 32, we successfully reconstructed hundreds of random states using <i>n</i>=5 and <i>n</i>=<i>d</i> rank-⌈<i>d</i>/2⌉ projectors. The extension of quantum ptychography for other types of photonic spatial modes is outlined.
Cite
Text
Novak. "Physics Problem Solving: ISAAC-II." International Joint Conference on Artificial Intelligence, 1981. doi:10.1364/ol.401832Markdown
[Novak. "Physics Problem Solving: ISAAC-II." International Joint Conference on Artificial Intelligence, 1981.](https://mlanthology.org/ijcai/1981/novak1981ijcai-physics/) doi:10.1364/ol.401832BibTeX
@inproceedings{novak1981ijcai-physics,
title = {{Physics Problem Solving: ISAAC-II}},
author = {Novak, Gordon S.},
booktitle = {International Joint Conference on Artificial Intelligence},
year = {1981},
pages = {1063},
doi = {10.1364/ol.401832},
url = {https://mlanthology.org/ijcai/1981/novak1981ijcai-physics/}
}