What does lambda in nuclear decay mean if it is big?

  • Context: Graduate 
  • Thread starter Thread starter Tibetan Blackbird
  • Start date Start date
  • Tags Tags
    Decay Lambda Nuclear
Click For Summary

Discussion Overview

The discussion centers on the interpretation of the decay constant, lambda (λ), in nuclear decay, particularly in the context of its implications when λ takes on large values. Participants explore the mathematical relationships involving λ, its probabilistic interpretation, and the validity of various models for decay calculations.

Discussion Character

  • Exploratory
  • Technical explanation
  • Debate/contested
  • Mathematical reasoning

Main Points Raised

  • One participant discusses their spreadsheet models for decay, noting that for small values of λ (less than 0.00001), the decay probability aligns closely with calculations using the exponential function e-λt.
  • They present a summary of percentage differences in nuclei remaining after 50 time periods for various λ values, highlighting significant discrepancies as λ exceeds 0.1.
  • Another participant asserts that λ remains the time constant in the exponential decay equation regardless of its size, emphasizing that the exponential formula is valid for all λ values.
  • Concerns are raised about the accuracy of the initial participant's calculations, with a suggestion that their iterative model may be flawed.
  • There is a discussion about the definition of λ as the probability of decay per second, with a later participant suggesting it should be referred to as probability density due to the continuous nature of the function.
  • Some participants question the need for approximations when the exponential decay law provides a straightforward calculation method.

Areas of Agreement / Disagreement

Participants do not reach consensus on the implications of large λ values. While some argue that the exponential decay law remains valid, others express confusion about the applicability of the formula A = N x λ when λ is large, indicating a lack of agreement on this point.

Contextual Notes

There are unresolved questions regarding the assumptions underlying the use of λ in different contexts, particularly when λ is large. The discussion reflects varying interpretations of mathematical models and their applicability to nuclear decay.

Tibetan Blackbird
Messages
2
Reaction score
1
I am thinking about lambda, the nuclear decay constant and what it actually means.

I have built spreadsheet models looking at decay using lambda to determine the decay for each time period and then comparing the number left to that determined by using e ˆ- lamda x time.


These are my conclusions.
If lambda is very small, less than 0.00001 then it is true to say that it represents the probability of decay per time period. And that iterative calculations using lambda give results within negligible percentage difference from calculations using e.

Here is a summary of these findings. Here I used initial nuclei at 1e18

Value of lamda Percentage difference between nuclei left after 50 time periods

0.00000001zero
0.0000001zero
0.000001-0.0000000025%
0.00001-0.0000002500%
0.0001-0.0000250017%
0.001-0.0025016992%
0.01-0.2519962456%
0.1-30.7380847639%
0.2-218.0942592831%


As lambda gets above 0.1 the maths of decay works but is no longer in agreement with A = N x lambda.

We can use any type of value for lambda including values such as 760 and the exp formula works correctly but if lambda is bigger than 0.2 and in particular bigger than one what does it mean? A = N x lambda cannot be true for values bigger than 1.

So here is my question: What precisely is lambda when it gets big?
 
  • Skeptical
Likes   Reactions: Motore
Physics news on Phys.org
Tibetan Blackbird said:
A = N x lambda.
Where did you get this formula and what do you think it means?

Tibetan Blackbird said:
What precisely is lambda when it gets big?
The same thing as it is when it is small: the time constant in the exponential decay equation. I.e., at the end of one time period ##\lambda##, the number of atoms of the original element decreases to ##1 / e## of what it was at the start.

Tibetan Blackbird said:
Here is a summary of these findings.
You have posted no code or anything of that sort, so I can't tell where your calculations are going wrong, but they are wrong somewhere. I'm not sure why you would try a hand-built "iterative" model (whatever that means) in any case given that it is so easy to just calculate the exponential function directly.

Tibetan Blackbird said:
We can use any type of value for lambda including values such as 760 and the exp formula works correctly
That's because the exponential formula is correct.
 
PeterDonis said:
Where did you get this formula and what do you think it means?


The same thing as it is when it is small: the time constant in the exponential decay equation. I.e., at the end of one time period ##\lambda##, the number of atoms of the original element decreases to ##1 / e## of what it was at the start.


You have posted no code or anything of that sort, so I can't tell where your calculations are going wrong, but they are wrong somewhere. I'm not sure why you would try a hand-built "iterative" model (whatever that means) in any case given that it is so easy to just calculate the exponential function directly.


That's because the exponential formula is correct.
Thank you, but you are not answering my question. My A level book says that lambda is the probability of decay per second. And the equation provided to A level students is here. It says that activity in Bq is equal to lambda x N (number of unstable nuclei) This makes sense for small values of lambda but not for large ones.
Screenshot 2024-02-22 at 09.30.01.png
 
Last edited by a moderator:
  • Skeptical
Likes   Reactions: berkeman, weirdoguy and Motore
Tibetan Blackbird said:
My A level book
What book?

Tibetan Blackbird said:
says that lambda is the probability of decay per second.
It would be more precise to say probability density, since we are talking about a continuous function and its derivative.

Tibetan Blackbird said:
the equation provided to A level students is here.
Here, as in where? Please provide a link or reference to the book you got this from.

Tibetan Blackbird said:
It says that activity in Bq is equal to lambda x N (number of unstable nuclei)
Yes, and then it solves for the number of atoms and the activity as a function of time, which is the exponential decay law.

At any instant of time, you can say that the activity given by the exponential decay law is equal to the product of ##\lambda## and the number of atoms, ##N##, remaining at that time. That is what ##A = \lambda N## means. But if you want to evaluate the change in activity over a period of time, and how that affects the number of atoms remaining over a period of time, you need to use the exponential decay law. That's what it's for.

Tibetan Blackbird said:
This makes sense for small values of lambda but not for large ones.
No, your hand-built attempt to do different math from what is explicitly shown in the image you gave, whatever that math is (you haven't shown it), appears to be a reasonable approximation for small values of ##\lambda## but not for large ones. But why would you bother with an approximation when the correct exact equation is (a) right there in front of you, and (b) simple to compute?
 
  • Like
Likes   Reactions: mfb

Similar threads

  • · Replies 4 ·
Replies
4
Views
5K
  • · Replies 22 ·
Replies
22
Views
7K