Creation of a tweezer array for cold atoms utilizing a generative neural network
Optical tweezers have become an essential tool for dynamically manipulating objects, ranging from microspheres or biological molecules to neutral atoms. In this study, we demonstrate the creation of tweezer arrays using a generative neural network, which allows the trapping of neutral atoms with tun...
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| Main Authors: | , , , , , , |
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| Format: | Article |
| Language: | English |
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AIP Publishing LLC
2024-12-01
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| Series: | APL Quantum |
| Online Access: | http://dx.doi.org/10.1063/5.0219170 |
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| _version_ | 1850055857137516544 |
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| author | Zejian Ren Xu Yan Kai Wen Huijin Chen Elnur Hajiyev Chengdong He Gyu-Boong Jo |
| author_facet | Zejian Ren Xu Yan Kai Wen Huijin Chen Elnur Hajiyev Chengdong He Gyu-Boong Jo |
| author_sort | Zejian Ren |
| collection | DOAJ |
| description | Optical tweezers have become an essential tool for dynamically manipulating objects, ranging from microspheres or biological molecules to neutral atoms. In this study, we demonstrate the creation of tweezer arrays using a generative neural network, which allows the trapping of neutral atoms with tunable atom arrays. We have successfully loaded cold strontium atoms into various optical tweezer patterns generated using a spatial light modulator (SLM) integrated with generative models. Our approach shortens the process time to control the SLM with a minimal time delay, eliminating the need for repeated re-optimization of the hologram for the SLM. |
| format | Article |
| id | doaj-art-46bff64dc6f343958cc03d99def35eed |
| institution | DOAJ |
| issn | 2835-0103 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | AIP Publishing LLC |
| record_format | Article |
| series | APL Quantum |
| spelling | doaj-art-46bff64dc6f343958cc03d99def35eed2025-08-20T02:51:52ZengAIP Publishing LLCAPL Quantum2835-01032024-12-0114046111046111-610.1063/5.0219170Creation of a tweezer array for cold atoms utilizing a generative neural networkZejian Ren0Xu Yan1Kai Wen2Huijin Chen3Elnur Hajiyev4Chengdong He5Gyu-Boong Jo6Microelectronics Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, ChinaDepartment of Physics, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, ChinaMicroelectronics Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, ChinaDepartment of Physics, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, ChinaDepartment of Physics, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, ChinaDepartment of Physics, The Hong Kong University of Science and Technology, Clear Water Bay, Kowloon, Hong Kong, ChinaMicroelectronics Thrust, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, ChinaOptical tweezers have become an essential tool for dynamically manipulating objects, ranging from microspheres or biological molecules to neutral atoms. In this study, we demonstrate the creation of tweezer arrays using a generative neural network, which allows the trapping of neutral atoms with tunable atom arrays. We have successfully loaded cold strontium atoms into various optical tweezer patterns generated using a spatial light modulator (SLM) integrated with generative models. Our approach shortens the process time to control the SLM with a minimal time delay, eliminating the need for repeated re-optimization of the hologram for the SLM.http://dx.doi.org/10.1063/5.0219170 |
| spellingShingle | Zejian Ren Xu Yan Kai Wen Huijin Chen Elnur Hajiyev Chengdong He Gyu-Boong Jo Creation of a tweezer array for cold atoms utilizing a generative neural network APL Quantum |
| title | Creation of a tweezer array for cold atoms utilizing a generative neural network |
| title_full | Creation of a tweezer array for cold atoms utilizing a generative neural network |
| title_fullStr | Creation of a tweezer array for cold atoms utilizing a generative neural network |
| title_full_unstemmed | Creation of a tweezer array for cold atoms utilizing a generative neural network |
| title_short | Creation of a tweezer array for cold atoms utilizing a generative neural network |
| title_sort | creation of a tweezer array for cold atoms utilizing a generative neural network |
| url | http://dx.doi.org/10.1063/5.0219170 |
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