Probability Ellipsoid: Explaining Magnetic Field Axes

In summary, the conversation discusses the concept of probability tensors and ellipsoids in the context of NMR techniques. The link provided describes them, but it is not working. The main question is why the principal values of the ellipsoid, which represent the probability of the magnetic field pointing along a certain axis, must add up to 1. The discussion also touches on the idea that the net magnetization vector, defined by the tensor, may have some variability due to perturbation. The purpose of the ellipsoid is to represent this variability.
  • #1
ehrenfest
2,020
1
Is anyone familiar with the concept of a probability tensor or a probability ellipsoid? I am learning about them in the context of NMR techniques.
Here is a page describing them: http://www3.interscience.wiley.com/cgi-bin/abstract/107633228/ABSTRACT?CRETRY=1&SRETRY=0

My question is, why would the principal values need to add up to 1? The principal values are the probability that the magnetic field points along that axis, so does the requirement that they add up to one mean that the magnetic field can only point along the three axes of the ellipsoid? Why can it not point anywhere else?
 
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  • #2
The link doesn't work for me.
 
  • #3
Since you are dealing with probability, it seems natural to consider that the probability of allowable states should sum to 1. The question you have is, "Why are there only a limited number of allowable states?" I believe that the tensor definition is of the net magnetization vector. The definition itself only deals with the vector sum of all allowable magnetization vectors. The ellipsoid should deal with some variablility about the net magetization vector itself either before or after some pertubation.
 

1. What is a probability ellipsoid?

A probability ellipsoid is a geometric shape that represents the uncertainty in a set of data or measurements. It is commonly used in statistics and data analysis to describe the range of possible values for a variable.

2. How is a probability ellipsoid used to explain magnetic field axes?

In the context of magnetic fields, a probability ellipsoid is used to describe the different orientations of the magnetic field axes at a given location. This can help scientists understand the direction and strength of the magnetic field in a specific area.

3. What factors influence the shape of a probability ellipsoid for magnetic field axes?

The shape of a probability ellipsoid for magnetic field axes is influenced by the variability and uncertainty in the data, as well as any external factors that may be affecting the magnetic field at that location.

4. Can a probability ellipsoid be used to predict future changes in magnetic field axes?

While a probability ellipsoid can provide valuable information about the current state of magnetic field axes, it cannot accurately predict future changes. Other factors, such as external influences and natural variability, can greatly impact the direction and strength of magnetic fields over time.

5. Are there any limitations to using a probability ellipsoid to explain magnetic field axes?

Yes, there are limitations to using a probability ellipsoid to explain magnetic field axes. It relies on accurate and precise data, and any errors or biases in the data can affect the shape and interpretation of the ellipsoid. Additionally, it may not accurately represent the entire magnetic field in a given area, as it is based on a limited set of data points.

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