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Remote optimization of an ultra-cold atoms experiment by experts and citizen scientists

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Version 2 2023-06-12, 07:30
Version 1 2023-06-09, 15:59
journal contribution
posted on 2023-06-12, 07:30 authored by Robert Heck, Oana Vuculescu, Jens Jakob Sørensen, Jonathan Zoller, Morten G Andreasen, Mark Bason, Poul Ejlertsen, Ottø Eliasson, Pinja Haikka, Jens S Lausten, Lærke L Nielsen, Andrew Mao, Romain Müller, Mario Napolitano, Mads K Pedersen, Aske R Thorsen, Carsten Bergenholtz, Tommaso Calarco, Simone Montangero, Jacob F Sherson
We introduce a novel remote interface to control and optimize the experimental production of Bose-Einstein condensates (BECs) and find improved solutions using two distinct implementations. First, a team of theoreticians employed a Remote version of their dCRAB optimization algorithm (RedCRAB), and second a gamified interface allowed 600 citizen scientists from around the world to participate in real-time optimization. Quantitative studies of player search behavior demonstrated that they collectively engage in a combination of local and global search. This form of adaptive search prevents premature convergence by the explorative behavior of low-performing players while high-performing players locally refine their solutions. In addition, many successful citizen science games have relied on a problem representation that directly engaged the visual or experiential intuition of the players. Here we demonstrate that citizen scientists can also be successful in an entirely abstract problem visualization. This gives encouragement that a much wider range of challenges could potentially be open to gamification in the future.

History

Publication status

  • Published

File Version

  • Published version

Journal

Proceedings of the National Academy of Sciences

ISSN

0027-8424

Publisher

National Academy of Sciences

Issue

48

Volume

115

Article number

E11231-E11237

Department affiliated with

  • Physics and Astronomy Publications

Research groups affiliated with

  • Experimental Particle Physics Research Group Publications

Full text available

  • Yes

Peer reviewed?

  • Yes

Legacy Posted Date

2018-11-26

First Open Access (FOA) Date

2018-11-26

First Compliant Deposit (FCD) Date

2018-11-22

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