Utility of NISQ devices: optimizing experimental parameters for the fabrication of Au atomic junction using gate-based quantum computers

Feedback-controlled electromigration (FCE) enables precise regulation of atomic migration by carefully optimizing multiple experimental parameters. However, manually fine-tuning these parameters poses significant challenges. This study investigated the feasibility of autonomously fabricating Au atom...

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Veröffentlicht in:Applied physics express Jg. 18; H. 4; S. 47001 - 47006
Hauptverfasser: Kanezashi, Takumi, Tsukayama, Daisuke, Shirakashi, Jun-ichi, Shibuya, Tetsuo, Imai, Hiroshi
Format: Journal Article
Sprache:Englisch
Veröffentlicht: IOP Publishing 01.04.2025
Schlagworte:
combinatorial optimization problems
feedback-controlled electromigration
gate-based quantum computer
variational quantum eigensolver
ISSN:1882-0778, 1882-0786
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Abstract Feedback-controlled electromigration (FCE) enables precise regulation of atomic migration by carefully optimizing multiple experimental parameters. However, manually fine-tuning these parameters poses significant challenges. This study investigated the feasibility of autonomously fabricating Au atomic junctions through gate-based quantum computing using a noisy intermediate-scale quantum (NISQ) device, which effectively approximates solutions to combinatorial optimization problems. We compared the computational accuracy of the NISQ device against a previously reported D-Wave quantum annealer. The results indicate that the NISQ device achieved lower residual energies and produced higher-quality approximate solutions for large-scale problems than the quantum annealing system.
AbstractList Feedback-controlled electromigration (FCE) enables precise regulation of atomic migration by carefully optimizing multiple experimental parameters. However, manually fine-tuning these parameters poses significant challenges. This study investigated the feasibility of autonomously fabricating Au atomic junctions through gate-based quantum computing using a noisy intermediate-scale quantum (NISQ) device, which effectively approximates solutions to combinatorial optimization problems. We compared the computational accuracy of the NISQ device against a previously reported D-Wave quantum annealer. The results indicate that the NISQ device achieved lower residual energies and produced higher-quality approximate solutions for large-scale problems than the quantum annealing system.
Author Tsukayama, Daisuke
Shibuya, Tetsuo
Shirakashi, Jun-ichi
Kanezashi, Takumi
Imai, Hiroshi
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  organization: Tokyo University of Agriculture and Technology Department of Electrical Engineering and Computer Science, Koganei, Tokyo 184-8588, Japan
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  surname: Tsukayama
  fullname: Tsukayama, Daisuke
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  givenname: Tetsuo
  surname: Shibuya
  fullname: Shibuya, Tetsuo
  organization: The University of Tokyo Division of Medical Data Informatics, Human Genome Center, The Institute of Medical Science, Minato, Tokyo 108-8639, Japan
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  surname: Imai
  fullname: Imai, Hiroshi
  organization: The University of Tokyo The Graduate School of Information Science and Technology, Bunkyo, Tokyo 113-8656, Japan
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Snippet Feedback-controlled electromigration (FCE) enables precise regulation of atomic migration by carefully optimizing multiple experimental parameters. However,...
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SubjectTerms combinatorial optimization problems
feedback-controlled electromigration
gate-based quantum computer
variational quantum eigensolver
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Title Utility of NISQ devices: optimizing experimental parameters for the fabrication of Au atomic junction using gate-based quantum computers
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