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Related Concept Videos

Quantum Numbers02:43

Quantum Numbers

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It is said that the energy of an electron in an atom is quantized; that is, it can be equal only to certain specific values and can jump from one energy level to another but not transition smoothly or stay between these levels.
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Updated: Oct 2, 2025

Silicon Metal-oxide-semiconductor Quantum Dots for Single-electron Pumping
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Quantum Materials Manufacturing.

Nicholas R Glavin1, Pulickel M Ajayan2, Swastik Kar3

  • 1Materials and Manufacturing Directorate, Air Force Research Laboratory, Wright-Patterson AFB, OH, 45433, USA.

Advanced Materials (Deerfield Beach, Fla.)
|February 23, 2022
PubMed
Summary
This summary is machine-generated.

The quantum age demands advanced high-throughput manufacturing. A new "human-in-the-loop" framework addresses challenges in materials synthesis, characterization, and assembly for quantum technologies.

Keywords:
human-in-the-loopnanomanufacturingquantum materials

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Area of Science:

  • Quantum manufacturing
  • Materials science
  • Advanced manufacturing

Background:

  • The advancement of quantum systems necessitates improvements in manufacturing processes.
  • Current manufacturing techniques face challenges in scaling down to atomic and molecular levels required for quantum technologies.

Purpose of the Study:

  • To outline a "human-in-the-loop" framework for high-throughput quantum manufacturing.
  • To identify key opportunities and challenges in developing quantum manufacturing capabilities.

Main Methods:

  • Conceptual framework development.
  • Analysis of materials synthesis, characterization, assembly, and diagnostics for quantum systems.
  • Integration of human oversight in automated manufacturing processes.

Main Results:

  • A framework is proposed to guide the development of high-throughput manufacturing for quantum technologies.
  • Key areas requiring advancement, including materials and process control, are identified.
  • The importance of a human-in-the-loop approach for complex quantum manufacturing is highlighted.

Conclusions:

  • High-throughput manufacturing is crucial for the realization of the quantum age.
  • A human-in-the-loop strategy is essential for navigating the complexities of quantum manufacturing.
  • Further research and development in materials and processes are needed to support quantum technology scaling.