How to determine the spring constant in a Lennard-Jones potential

Click For Summary
SUMMARY

This discussion focuses on determining the spring constant (k) in the context of the Lennard-Jones (LJ) potential. The participants clarify that the effective spring constant can be derived from the second derivative of the potential energy function, specifically using the formula k = 2ε(n/r0)², where ε is the depth of the potential well and r0 is the distance at which the potential is minimized. The correct expression for the LJ potential is confirmed as V(r) = 4ε[(σ/r)¹² - (σ/r)⁶], with r0 being related to σ. The final calculated value of k is reported as 6.82 × 10⁻¹².

PREREQUISITES
  • Understanding of Lennard-Jones potential and its parameters (ε, σ, r0)
  • Knowledge of calculus, specifically differentiation to find the second derivative
  • Familiarity with force equations in physics, particularly Hooke's law (F = -kx)
  • Basic algebra for manipulating equations and solving for variables
NEXT STEPS
  • Study the derivation of the Lennard-Jones potential and its physical significance
  • Learn how to calculate the second derivative of a function to find spring constants
  • Explore the implications of the spring constant in molecular dynamics simulations
  • Investigate the relationship between ε, r0, and the physical properties of argon atoms
USEFUL FOR

Students and researchers in physics and chemistry, particularly those focusing on molecular interactions, potential energy calculations, and simulations involving the Lennard-Jones potential.

happyparticle
Messages
490
Reaction score
24
Homework Statement
Estimate the effective spring constant (k) for this system
Relevant Equations
F= -kx
##F = -\frac{du}{dr}##
Hi,
First of all I hope it doesn't bother if I ask too much question.I found the values of ##u1,u2## for 2 differents posistions ##(r1,r2
)## and I now have to determine the spring constant (k).I'm thinking about using$$
F= -kx
$$
with ##F = -\frac{du}{dr}## then

$$
U = \int -kr \cdot dr =-k\frac{r^2}{2}
$$

I'm wondering if I can use ##r=r2## and ##U=U2## or I'm completely wrong by using ##F=−kx##

Otherwise, I found ##k=2\varepsilon\Big(\frac{n}{r_0}\Big)^2## Here, but I'm not sure how to get this equation from ##
U_{LJ}(r)=\varepsilon\Big[\Big(\frac{r_0}{r}\Big)^{2n}-2\Big(\frac{r_0}{r}\Big)^n\Big]

##
 
Physics news on Phys.org
EpselonZero said:
Homework Statement:: Estimate the effective spring constant (k) for this system
What system?
 
For a general potential ##V(r)##, write ##r = r_0 + \eta##, where ##V'(r_0) = 0##, i.e.$$V(r) = V(r_0) + \eta V'(r_0) + \frac{1}{2} \eta^2 V''(r_0) + \mathcal{O}(\eta^3) = V(r_0) + \frac{1}{2} \eta^2 V''(r_0) + \mathcal{O}(\eta^3)$$Write ##\tilde{V}(\eta) = V(r)##, and then$$F = -\tilde{V}'(\eta) = - V''(r_0) \eta + \mathcal{O}(\eta^3)$$you identify the "effective spring constant" with the term ##V''(r_0)##. So for the LJ potential, you just need to twice differentiate$$V(r) = 4\varepsilon \left[ \left(\frac{r_0}{r}\right)^{12} - \left(\frac{r_0}{r}\right)^6 \right]$$and evaluate at ##r_0##.
 
  • Skeptical
  • Like
Likes   Reactions: ClimberT8 and hutchphd
I found k = -42373736. I don't know what the spring constant should looks like for 2 atoms of argon.

I can't find any value of K to give me an idea.

I had ##U_1## and ##U_2##
 
EpselonZero said:
Otherwise, I found ##k=2\varepsilon\Big(\frac{n}{r_0}\Big)^2## Here, but I'm not sure how to get this equation from ##
U_{LJ}(r)=\varepsilon\Big[\Big(\frac{r_0}{r}\Big)^{2n}-2\Big(\frac{r_0}{r}\Big)^n\Big]
##
Where are you up to with this? I assume that using @etotheipi's explanation you now know how to get ##k=2\varepsilon\Big(\frac{n}{r_0}\Big)^2## from ##
U_{LJ}(r)=\varepsilon\Big[\Big(\frac{r_0}{r}\Big)^{2n}-2\Big(\frac{r_0}{r}\Big)^n\Big]
##. I also assume you are taking n=6.
You wrote that you have values for U at two values for r. Did you use those to get a value for ##\varepsilon##, and hence that value for k?
 
haruspex said:
Where are you up to with this? I assume that using @etotheipi's explanation you now know how to get ##k=2\varepsilon\Big(\frac{n}{r_0}\Big)^2## from ##
U_{LJ}(r)=\varepsilon\Big[\Big(\frac{r_0}{r}\Big)^{2n}-2\Big(\frac{r_0}{r}\Big)^n\Big]
##. I also assume you are taking n=6.
You wrote that you have values for U at two values for r. Did you use those to get a value for ##\varepsilon##, and hence that value for k?
I found U by using
##
U_{LJ}(r)=\varepsilon\Big[\Big(\frac{r_0}{r}\Big)^{2n}-2\Big(\frac{r_0}{r}\Big)^n\Big]
##. and ##\epsilon = 1.654 \cdot 10^{-21} ##
 
Last edited by a moderator:
EpselonZero said:
I found U by using
##
U_{LJ}(r)=\varepsilon\Big[\Big(\frac{r_0}{r}\Big)^{2n}-2\Big(\frac{r_0}{r}\Big)^n\Big]
##. and ##\epsilon = 1.654 \cdot 10^21 ##
In that case, where are you getting values for ##\epsilon## and ##r_0## from?
 
haruspex said:
In that case, where are you getting values for ##\epsilon## and ##r_0## from?
Sorry, ##\epsilon## is given in the question and I found ##r## by using ##\frac{du}{dr}## which is the max. and ##\sigma## if given as well.

##U(r) = 4\epsilon[(\frac{\sigma}{r})^{12}- (\frac{\sigma}{r})^6]##

I made a mistake. Now I found ##k = 6.82\cdot 10^{-12}##
 
Last edited by a moderator:
EpselonZero said:
Sorry, ##\epsilon## is given in the question and I found ##r## by using ##\frac{du}{dr}## which is the max. and ##\sigma## if given as well.

##U(r) = 4\epsilon[(\frac{\sigma}{r})^{12}- (\frac{\sigma}{r})^6]##

I made a mistake. Now I found ##k = 6.82\cdot 10^{-12}##
Ok, but now I'm confused about something else.
In post #1 you had
EpselonZero said:
##U_{LJ}(r)=\varepsilon\Big[\Big(\frac{r_0}{r}\Big)^{2n}-2\Big(\frac{r_0}{r}\Big)^n\Big]##
What happened to that factor of 2? Or is ##r_0=2^{\frac 16}\sigma##?
 
  • #10
haruspex said:
Ok, but now I'm confused about something else.
In post #1 you had

What happened to that factor of 2? Or is ##r_0=2^{\frac 16}\sigma##?
It seems there is a typo in post #3 by @etotheipi. The expression for the LJ potential should be $$V(r) = 4\varepsilon \left[ \left(\frac{\sigma}{r}\right)^{12} - \left(\frac{\sigma}{r}\right)^6 \right].$$##r_0## is obtained from this.
 
  • #11
Oh whoops, yeah I always remember that potential wrong! Yes I just checked wikipedia and it's the same as what @kuruman wrote down in #10.

To me, so long as it looks something like ##Ar^{-12} + Br^{-6}## then I don't really care too much about what the exact forms of the pre-factors are 😜
 
  • #12
kuruman said:
It seems there is a typo in post #3 by @etotheipi. The expression for the LJ potential should be $$V(r) = 4\varepsilon \left[ \left(\frac{\sigma}{r}\right)^{12} - \left(\frac{\sigma}{r}\right)^6 \right].$$##r_0## is obtained from this.
So you are confirming
haruspex said:
##r_0=2^{\frac 16}\sigma##
?
 
  • #13
haruspex said:
So you are confirming
##r_0=2^{\frac 16}\sigma##
?
Yes.
etotheipi said:
Oh whoops, yeah I always remember that potential wrong! Yes I just checked wikipedia and it's the same as what @kuruman wrote down in #10.

To me, so long as it looks something like ##Ar^{-12} + Br^{-6}## then I don't really care too much about what the exact forms of the pre-factors are 😜
Perhaps you should care, at least a little bit, because the casual observer might be confused when ##r_0##, the conventional symbol for the value of ##r## at which the LJ potential is minimum, is used to denote the scaling parameter. :wink:
 
  • Like
Likes   Reactions: hutchphd
  • #14
Life's too short to worry about things we got wrong :smile:

I think, everybody mis-remembers numerical factors sometimes. But the rest of my explanation is correct!
 
  • #15
So basically, am I completely wrong or that's not too bad?
 
  • #16
EpselonZero said:
So basically, am I completely wrong or that's not too bad?
In post #8 you say
EpselonZero said:
Sorry, ##\epsilon## is given in the question and I found ##r## by using ##\frac{du}{dr}## which is the max. and ##\sigma## if given as well.

##U(r) = 4\epsilon[(\frac{\sigma}{r})^{12}- (\frac{\sigma}{r})^6]##

I made a mistake. Now I found ##k = 6.82\cdot 10^{-12}##
Can you show us how you got that number and what numbers you were given? Once you do that, we will be able to tell you if you are right or wrong.
 
  • #17
I will point out that you gave a number for k that had no units and you did not show your work. What are we supposed to check?
I believe ##72\frac {\epsilon} {r_0^2} ## is correct but I never trust my algebra
 
  • #18
hutchphd said:
I will point out that you gave a number for k that had no units and you did not show your work. What are we supposed to check?
I believe 72ϵr02 is correct but I never trust my algebra
I get your expression divided by ##2^{\frac{1}{3}}##. I don't trust my algebra either so I used Mathematica.
 
  • #19
I don't see how the cube root gets there but I presume the OP can do Algebra and so he can tell us! I am truly incompetent unless terrified.
 
  • #20
hutchphd said:
I don't see how the cube root gets there but I presume the OP can do Algebra and so he can tell us! I am truly incompetent unless terrified.
The second derivative has terms like ##\dfrac{\sigma^6}{r^8}## and ##\dfrac{\sigma^{12}}{r^{14}}##. At ##r=2^{\frac{1}{6}}\sigma##, you don't get integer exponents for the ##2## in the denominators.
 
  • #21
kuruman said:
I get your expression divided by ##2^{\frac{1}{3}}##. I don't trust my algebra either so I used Mathematica.
I get @hutchphd's result, which is the same as ##72\frac {\epsilon} {2^{\frac 13}\sigma^2} ##.
Is it more of the r0/σ confusion?
 
  • #22
I notice from the OP:

Otherwise, I found ##k=2\varepsilon\Big(\frac{n}{r_0}\Big)^2## Here, but I'm not sure how to get this equation from ##
U_{LJ}(r)=\varepsilon\Big[\Big(\frac{r_0}{r}\Big)^{2n}-2\Big(\frac{r_0}{r}\Big)^n\Big]##

And no ##\sigma## or roots of ##r_0 ## need appear.
 
  • #23
haruspex said:
Is it more of the r0/σ confusion?
Yes. We are good and reconciled.
 
  • Like
Likes   Reactions: hutchphd
  • #24
##\Delta E = \frac{1}{2} k \Delta r = > -1.6199\cdot 10^{-21} - (-1.654 \cdot 10^{-21}) = \frac{1}{2} k (3.92198 \cdot 10^{-10} - 3.82198\cdot 10^{-10})##

This is how I got k
 
  • #25
That is not the energy of a spring.
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
671
Replies
29
Views
3K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 7 ·
Replies
7
Views
2K
  • · Replies 10 ·
Replies
10
Views
2K
Replies
15
Views
7K
  • · Replies 1 ·
Replies
1
Views
2K
Replies
4
Views
2K
  • · Replies 15 ·
Replies
15
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K