Is my methodology for learning density functional theory correct?

Click For Summary
SUMMARY

The methodology for learning density functional theory (DFT) outlined in the discussion is fundamentally sound. The process involves guessing a density, solving the Kohn-Sham equations, and iterating until convergence to the ground state energy. The use of the variational principle to minimize energy eigenvalues is correctly identified as a key aspect of DFT calculations. Additionally, the role of the Kohn-Sham equations in simplifying the calculation of kinetic energy is accurately described, affirming the approach taken by the learner.

PREREQUISITES
  • Understanding of density functional theory (DFT) principles
  • Familiarity with Kohn-Sham equations
  • Knowledge of variational principles in quantum mechanics
  • Basic skills in solving differential equations
NEXT STEPS
  • Study the derivation and applications of Kohn-Sham equations in DFT
  • Explore variational methods in quantum mechanics for energy minimization
  • Learn about common functionals used in DFT calculations
  • Review computational tools for DFT simulations, such as Quantum ESPRESSO or VASP
USEFUL FOR

Students and researchers in theoretical chemistry, physicists specializing in quantum mechanics, and computational chemists looking to deepen their understanding of density functional theory and its applications.

RedX
Messages
963
Reaction score
3
I'm trying to learn density functional theory by myself, but I'm a bit confused as to how to use it. Is the following methodology correct (I think it'd take forever to use LaTex to write the equations, so I have a link to small webpage that already has the equations laid out and numbered)?

http://docserver.ub.rug.nl/eldoc/dis/science/f.kootstra/c2.pdf

Once you have an expression for the exchange correlation energy as a functional of the density:

1) Guess at a density to plug into 2.31
2) Solve 2.3.1
3) Using the energy eigenfunctions obtained from 2), calculate 2.22 and 2.33
4) Plug 3) into 2.24 to get the energy

Now using the density obtained in 3), go through the whole process again, until you get no change in 4). Then you're at the ground state energy?

I understand that if you want to find the ground state energy of any problem, you can pick arbitrary wave functions and evaluate:

<Energy>=<wave function | Hamiltonian | wave function>

until you find the wave function which minimizes <energy>.

Now

<wave function | Hamiltonian | wave function>
=<wave function | T | wave function>
+<wave function | Vexternal | wave function>
+<wave function | Vinternal | wave function>

Now the last two terms, once given the density, is an electrostatics problem. The problem is calculating the average value of the kinetic energy given the density. Using the auxilliary non-interacting system with the Kohn-Sham equations allows you to calculate a wavefunction which is a function of just 4 variables (including spin), and you can get a kinetic energy from the wavefunctions. Am I correct in this assesment?
 
Last edited by a moderator:
Physics news on Phys.org
Yes your interpretation is correct. This way of getting a minimised energy eigen value is actually variational principle where variation in E should be a extremum w.r.t the assumed density functional.
 


It appears that your methodology for learning density functional theory is on the right track. However, it is always recommended to consult with a teacher or textbook to ensure that you fully understand the concepts and equations involved.

In general, the steps you have outlined seem to follow the basic principles of density functional theory. By guessing a density and then solving for the energy, you are essentially using the variational principle to find the density that minimizes the energy. This is a common approach in DFT calculations.

Furthermore, your understanding of the role of the Kohn-Sham equations in calculating the kinetic energy is correct. The auxiliary non-interacting system allows for a simpler calculation of the kinetic energy, and the resulting wavefunctions can then be used to calculate the total energy.

However, it is important to note that DFT is a complex and constantly evolving field, and there may be additional considerations and nuances to take into account in your methodology. It is always best to consult with experts in the field or consult reputable sources to ensure that your approach is accurate and comprehensive.
 

Similar threads

  • · Replies 1 ·
Replies
1
Views
1K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 1 ·
Replies
1
Views
2K
  • · Replies 24 ·
Replies
24
Views
3K
  • · Replies 13 ·
Replies
13
Views
3K
  • · Replies 1 ·
Replies
1
Views
3K
Replies
62
Views
7K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 3 ·
Replies
3
Views
2K
  • · Replies 12 ·
Replies
12
Views
3K