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Machines01:19

Machines

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Machines are complex structures consisting of movable, pin-connected multi-force members that work together to transmit forces. One example of a machine is the cutting plier, which is used to cut wires by applying forces to its handles. When equal and opposite forces are exerted on the handles of the cutting plier, they cause the cutting edges to come together and apply equal and opposite reaction forces on the wire, which are greater than the applied forces.
A free-body diagram of the...
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Next-generation Sequencing03:00

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The first human genome sequencing project cost $2.7 billion and was declared complete in 2003, after 15 years of international cooperation and collaboration between several research teams and funding agencies. Today, with the advent of next-generation sequencing technologies, the cost and time of sequencing a human genome have dropped over 100 fold.
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Semiconductors01:22

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There is variation in the electrical conductivity of materials - metals, semiconductors, and insulators that are showcased with the help of the energy band diagrams.
Metals such as copper (Cu), zinc (Zn), or lead (Pb) have low resistivity and feature conduction bands that are either not fully occupied or overlap with the valence band, making a bandgap non-existent. This allows electrons in the highest energy levels of the valence band to easily transition to the conduction band upon gaining...
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Issues And Trends In Healthcare Delivery System01:29

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The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
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Ampere-Maxwell's Law: Problem-Solving01:17

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A parallel-plate capacitor with capacitance C, whose plates have area A and separation distance d, is connected to a resistor R and a battery of voltage V. The current starts to flow at t = 0. What is the displacement current between the capacitor plates at time t? From the properties of the capacitor, what is the corresponding real current?
To solve the problem, we can use the equations from the analysis of an RC circuit and Maxwell's version of Ampère's law.
For the first part of the...
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Parallel Processing01:20

Parallel Processing

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The brain processes sensory information rapidly due to parallel processing, which involves sending data across multiple neural pathways at the same time. This method allows the brain to manage various sensory qualities, such as shapes, colors, movements, and locations, all concurrently. For instance, when observing a forest landscape, the brain simultaneously processes the movement of leaves, the shapes of trees, the depth between them, and the various shades of green. This enables a quick and...
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Updated: Jan 19, 2026

Large Scale Energy Efficient Sensor Network Routing Using a Quantum Processor Unit
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Nanosystems, Edge Computing, and the Next Generation Computing Systems.

Ali Passian1, Neena Imam2

  • 1Computing & Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN 37830, USA. passianan@ornl.gov.

Sensors (Basel, Switzerland)
|September 25, 2019
PubMed
Summary

Nanoscience and nanotechnology are revolutionizing computing with photonic and novel materials. These advancements promise to overcome silicon technology limitations, driving future high-performance and edge computing applications.

Keywords:
carbon nanotubesedge computinginformation technologynanoscienceneuromorphic computingphotonicsplasmonicsprocessorsquantum computingthe internet-of-things

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Area of Science:

  • Nanoscience and Nanotechnology
  • Photonics
  • Nanoelectronics
  • Nanomechanics

Background:

  • Nanoscience and nanotechnology have significantly advanced sensing, imaging, and communication.
  • Optical and photonic components offer high speed and versatility across various scales.
  • Emerging materials like carbon nanotubes are key for next-generation logic and processors.

Purpose of the Study:

  • To survey technologies for next-generation computing.
  • To emphasize the role of these technologies in edge computing.
  • To explore innovations beyond silicon-based technology.

Main Methods:

  • Review of current technologies in nanophotonics, nanoelectronics, and novel materials.
  • Analysis of figures of merit for emerging computing paradigms.
  • Focus on applications in high-performance and edge computing.

Main Results:

  • All-optical components and photonic chips can enhance computing speed and capacity.
  • 0D, 1D, and 2D materials offer a basis for advanced logic and processors.
  • Developments in neuromorphic and quantum computing are crucial for sustained growth.

Conclusions:

  • Nanoscience and nanotechnology are vital for future computing power.
  • Photonic and novel material-based computing will surpass silicon limitations.
  • Edge computing will benefit significantly from these emerging technologies.