Radiation Decay: Calculating Half-Life & Nuclei Activity

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SUMMARY

This discussion focuses on calculating half-life and nuclei activity using a dice analogy to represent atomic decay. The functional expression derived from the graph is 15.19 * e^(-0.25x), indicating an exponential decay model. Participants explore the relationship between the decay constant and nuclei activity, emphasizing the need for a clear understanding of maximum likelihood estimation to interpret the decay process accurately. The conversation highlights the confusion surrounding the representation of dice as nuclei and the implications of decay on the remaining sample.

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  • Understanding of exponential decay functions
  • Familiarity with half-life calculations
  • Knowledge of maximum likelihood estimation
  • Basic concepts of nuclear physics and atomic structure
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  • Study the mathematical principles of exponential decay
  • Learn how to calculate half-life from decay data
  • Research maximum likelihood estimation techniques
  • Explore the relationship between decay constants and nuclear activity
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Students and professionals in physics, statisticians working with decay models, and anyone interested in understanding nuclear decay processes and their mathematical representations.

Michael1974
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1. If I throw sixty different dice (compared to an atomic nucleus) and each dice that gets a 3 is disintegrated and disappear before the next roll. Altogether I make ten roll, where each roll corresponds to one day. The result is illustrated in a graph: http://imgur.com/TbXF4mf click on the picture to see. X = time in days, Y = decays under a day These questions must be answered: a) How can I read and calculate the half-life through my function expression? b) What is the function expression? c) the relationship between nuclei activity d) The difference between a nucleus and dice?2. No equations given.3. The half-life must surely be somewhere between the third and fourth day (throw). But how can I calculate it exactly by reading? Functional expression is well in my graph: 15.19 * e ^ -0,25x. This is indeed a exponentiellfunktion, if I understand correctly? How can I get out activity between nuclei I have not decay constant? The last question I do not understand at all ..
 
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Michael1974 said:
how can I calculate it exactly by reading?
I believe the usual approach is maximum likelihood. I.e., what value of the parameter makes the observations most likely?
See e.g. https://en.wikipedia.org/wiki/Exponential_distribution.

Not sure that I understand the model, though.
Michael1974 said:
sixty different dice (compared to an atomic nucleus)
Are you saying 60 dice represent (the neutrons in?) one nucleus? If so, once one has decayed everything changes. So I would have thought 60 dice represented 60 nuclei. Presumably, as they decay, you roll fewer dice each day.
 

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