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Entropy02:39

Entropy

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Salt particles that have dissolved in water never spontaneously come back together in solution to reform solid particles. Moreover, a gas that has expanded in a vacuum remains dispersed and never spontaneously reassembles. The unidirectional nature of these phenomena is the result of a thermodynamic state function called entropy (S). Entropy is the measure of the extent to which the energy is dispersed throughout a system, or in other words, it is proportional to the degree of disorder of a...
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The Second Law of Thermodynamics01:14

The Second Law of Thermodynamics

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In the quest to identify a property that may reliably predict the spontaneity of a process, a promising candidate has been identified: entropy. Scientists refer to the measure of randomness or disorder within a system as entropy. High entropy means high disorder and low energy. To better understand entropy, think of a student’s bedroom. If no energy or work were put into it, the room would quickly become messy. It would exist in a very disordered state, one of high entropy. Energy must be...
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Entropy and the Second Law of Thermodynamics01:20

Entropy and the Second Law of Thermodynamics

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The second law of thermodynamics can be stated quantitatively using the concept of entropy. Entropy is the measure of disorder of the system.
The relation  between entropy and disorder can be illustrated with the example of the phase change of ice to water. In ice, the molecules are located at specific sites giving a solid state, whereas, in a liquid form, these molecules are much freer to move. The molecular arrangement has therefore become more randomized. Although the change in average...
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Random Error01:04

Random Error

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Random or indeterminate errors originate from various uncontrollable variables, such as variations in environmental conditions, instrument imperfections, or the inherent variability of the phenomena being measured. Usually, these errors cannot be predicted, estimated, or characterized because their direction and magnitude often vary in magnitude and direction even during consecutive measurements. As a result, they are difficult to eliminate. However, the aggregate effect of these errors can be...
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Entropy within the Cell01:22

Entropy within the Cell

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A living cell's primary tasks of obtaining, transforming, and using energy to do work may seem simple. However, the second law of thermodynamics explains why these tasks are harder than they appear. None of the energy transfers in the universe are completely efficient. In every energy transfer, some amount of energy is lost in a form that is unusable. In most cases, this form is heat energy. Thermodynamically, heat energy is defined as the energy transferred from one system to another that...
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Second Law of Thermodynamics02:49

Second Law of Thermodynamics

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In the quest to identify a property that may reliably predict the spontaneity of a process, a promising candidate has been identified: entropy. Processes that involve an increase in entropy of the system (ΔS > 0) are very often spontaneous; however, examples to the contrary are plentiful. By expanding consideration of entropy changes to include the surroundings, a significant conclusion regarding the relation between this property and spontaneity may be reached. In thermodynamic...
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Related Experiment Video

Updated: Jul 25, 2025

Sealable Femtoliter Chamber Arrays for Cell-free Biology
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MRNG: Accessing Cosmic Radiation as an Entropy Source for a Non-Deterministic Random Number Generator.

Stefan Kutschera1, Wolfgang Slany1, Patrick Ratschiller1

  • 1Institute of Software Technology, Graz University of Technology, 8010 Graz, Austria.

Entropy (Basel, Switzerland)
|June 28, 2023
PubMed
Summary

Ultra-high energy cosmic rays can be harnessed as a reliable entropy source for enhanced privacy and security. Randomness tests confirm the viability of cosmic ray detections for generating secure random bits.

Keywords:
computer engineeringcryptographycyber securityentropy sourceinformation securityprivacyprivacy-enhancing technologiessecuritysoftware engineeringwireless and mobile security and privacy

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Area of Science:

  • Physics
  • Computer Science
  • Information Security

Background:

  • Robust privacy and security systems depend on high-quality, unpredictable random number generation.
  • Existing entropy sources face challenges in reliability and availability.
  • Single-event upsets in computing can be mitigated by secure randomness.

Purpose of the Study:

  • To investigate the potential of ultra-high energy cosmic rays as a non-deterministic entropy source.
  • To assess the statistical randomness of data derived from cosmic ray events.
  • To explore novel methods for enhancing data security and privacy.

Main Methods:

  • An adapted muon detection prototype was employed for data acquisition.
  • Cosmic ray events were recorded using a standard smartphone.
  • Statistical tests were performed on the extracted random bit sequences.

Main Results:

  • The random bit sequences generated from cosmic ray detections passed rigorous randomness tests.
  • The experiment successfully utilized ultra-high energy cosmic rays as an entropy source.
  • Smartphone-based cosmic ray detection proved feasible for this application.

Conclusions:

  • Ultra-high energy cosmic rays offer a promising, natural source of randomness for security applications.
  • This research validates the use of cosmic rays for generating cryptographically secure random numbers.
  • Further development could lead to more robust and secure digital systems.