Mathematical model in nuclear physics
In nuclear physics , the Bateman equation is a mathematical model describing abundances and activities in a decay chain as a function of time, based on the decay rates and initial abundances. The model was formulated by Ernest Rutherford in 1905[ 1] and the analytical solution was provided by Harry Bateman in 1910.[ 2]
If, at time t , there are
N
i
(
t
)
{\displaystyle N_{i}(t)}
atoms of isotope
i
{\displaystyle i}
that decays into isotope
i
+
1
{\displaystyle i+1}
at the rate
λ λ -->
i
{\displaystyle \lambda _{i}}
, the amounts of isotopes in the k -step decay chain evolves as:
d
N
1
(
t
)
d
t
=
− − -->
λ λ -->
1
N
1
(
t
)
d
N
i
(
t
)
d
t
=
− − -->
λ λ -->
i
N
i
(
t
)
+
λ λ -->
i
− − -->
1
N
i
− − -->
1
(
t
)
d
N
k
(
t
)
d
t
=
λ λ -->
k
− − -->
1
N
k
− − -->
1
(
t
)
{\displaystyle {\begin{aligned}{\frac {dN_{1}(t)}{dt}}&=-\lambda _{1}N_{1}(t)\\[3pt]{\frac {dN_{i}(t)}{dt}}&=-\lambda _{i}N_{i}(t)+\lambda _{i-1}N_{i-1}(t)\\[3pt]{\frac {dN_{k}(t)}{dt}}&=\lambda _{k-1}N_{k-1}(t)\end{aligned}}}
(this can be adapted to handle decay branches). While this can be solved explicitly for i = 2, the formulas quickly become cumbersome for longer chains.[ 3] The Bateman equation is a classical master equation where the transition rates are only allowed from one species (i) to the next (i+1) but never in the reverse sense (i+1 to i is forbidden).
Bateman found a general explicit formula for the amounts by taking the Laplace transform of the variables.
N
n
(
t
)
=
N
1
(
0
)
× × -->
(
∏ ∏ -->
i
=
1
n
− − -->
1
λ λ -->
i
)
× × -->
∑ ∑ -->
i
=
1
n
e
− − -->
λ λ -->
i
t
∏ ∏ -->
j
=
1
,
j
≠ ≠ -->
i
n
(
λ λ -->
j
− − -->
λ λ -->
i
)
{\displaystyle N_{n}(t)=N_{1}(0)\times \left(\prod _{i=1}^{n-1}\lambda _{i}\right)\times \sum _{i=1}^{n}{\frac {e^{-\lambda _{i}t}}{\prod \limits _{j=1,j\neq i}^{n}\left(\lambda _{j}-\lambda _{i}\right)}}}
(it can also be expanded with source terms, if more atoms of isotope i are provided externally at a constant rate).[ 4]
Quantity calculation with the Bateman-Function for plutonium-241
While the Bateman formula can be implemented in a computer code, if
λ λ -->
j
≈ ≈ -->
λ λ -->
i
{\displaystyle \lambda _{j}\approx \lambda _{i}}
for some isotope pair, catastrophic cancellation can lead to computational errors. Therefore, other methods such as numerical integration or the matrix exponential method are also in use.[ 5]
For example, for the simple case of a chain of three isotopes the corresponding Bateman equation reduces to
A
→
λ λ -->
A
B
→
λ λ -->
B
C
N
B
=
λ λ -->
A
λ λ -->
B
− − -->
λ λ -->
A
N
A
0
(
e
− − -->
λ λ -->
A
t
− − -->
e
− − -->
λ λ -->
B
t
)
{\displaystyle {\begin{aligned}&A\,{\xrightarrow {\lambda _{A}}}\,B\,{\xrightarrow {\lambda _{B}}}\,C\\[4pt]&N_{B}={\frac {\lambda _{A}}{\lambda _{B}-\lambda _{A}}}N_{A_{0}}\left(e^{-\lambda _{A}t}-e^{-\lambda _{B}t}\right)\end{aligned}}}
Which gives the following formula for activity of isotope
B
{\displaystyle B}
(by substituting
A
=
λ λ -->
N
{\displaystyle A=\lambda N}
)
A
B
=
λ λ -->
B
λ λ -->
B
− − -->
λ λ -->
A
A
A
0
(
e
− − -->
λ λ -->
A
t
− − -->
e
− − -->
λ λ -->
B
t
)
{\displaystyle {\begin{aligned}A_{B}={\frac {\lambda _{B}}{\lambda _{B}-\lambda _{A}}}A_{A_{0}}\left(e^{-\lambda _{A}t}-e^{-\lambda _{B}t}\right)\end{aligned}}}
See also
References