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Testing the Equivalence between Spatial Averaging and Temporal Averaging in Highly Dilute Solutions
Keith M Carroll1, Colin Rawlings1, Yadong Zhang2
1IBM Research-Zurich , Saumerstrasse 4, 8803 Ruschlikon, Switzerland.
Langmuir : the ACS Journal of Surfaces and Colloids
|December 6, 2017
Summary
This study experimentally validates the diffusion equivalence principle. Even at extremely low particle densities, particle flux statistics follow the diffusion equation, behaving like an infinite system.
Area of Science:
- Statistical Physics
- Physical Chemistry
- Colloid Science
Background:
- Diffusion describes particle flux based on density gradients.
- Low particle densities challenge the definition of local gradients.
- Statistical physics resolves this using probabilistic descriptions and thermal equilibrium.
Purpose of the Study:
- To experimentally test the fundamental equivalence principle in statistical physics.
- To investigate diffusion dynamics at extremely low particle concentrations.
- To validate the probabilistic description of diffusion.
Main Methods:
- Studied the flux distribution of 20 nm polystyrene particles towards a micrometer-sized sink.
- Maintained particle concentration at approximately 1 particle per sink volume element.
- Utilized a novel experimental method to measure particle flux statistics.
Main Results:
- Measured flux density precisely matches the diffusion equation for an infinite system.
- Flux statistics exhibit a Poissonian distribution, consistent with Markovian random walks.
- Demonstrated that finite systems emulate infinite systems over extended durations.
Conclusions:
- Confirms the equivalence principle in diffusion dynamics, even at low densities.
- Validates the use of probabilistic flux density in diffusion models.
- Highlights the long-term emergent behavior of finite systems mirroring infinite ones.
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