Phonon computations
This is a quick sketch how to run a simple phonon calculation using DFTK. First we run an SCF calculation.
using AtomsBuilder
using DFTK
using PseudoPotentialData
pseudopotentials = PseudoFamily("cp2k.nc.sr.lda.v0_1.semicore.gth")
model = model_DFT(bulk(:Si); pseudopotentials, functionals=LDA())
basis = PlaneWaveBasis(model; Ecut=10, kgrid=[4, 4, 4])
scfres = self_consistent_field(basis, tol=1e-8);
n Energy log10(ΔE) log10(Δρ) Diag Δtime
--- --------------- --------- --------- ---- ------
1 -7.916453171422 -0.69 4.8 102ms
2 -7.921212118254 -2.32 -1.52 1.0 52.0ms
3 -7.921408092952 -3.71 -2.49 1.4 56.8ms
4 -7.921441008129 -4.48 -2.84 2.5 70.5ms
5 -7.921441694018 -6.16 -3.06 1.2 62.2ms
6 -7.921442007194 -6.50 -4.58 1.0 53.0ms
7 -7.921442021864 -7.83 -4.64 3.1 81.9ms
8 -7.921442022130 -9.58 -5.29 1.0 52.9ms
9 -7.921442022143 -10.90 -5.81 1.5 58.7ms
10 -7.921442022144 -11.88 -6.05 1.5 65.0ms
11 -7.921442022144 -12.73 -6.62 1.1 56.8ms
12 -7.921442022144 -13.57 -8.07 1.8 62.7ms
Next we compute the phonon modes at the q-point [1/4, 1/4, 1/4]
.
scfres = DFTK.unfold_bz(scfres)
phret_q0 = @time DFTK.phonon_modes(scfres; q=[0.25, 0.25, 0.25]);
Iter Restart Krydim log10(res) avg(CG) Δtime Comment
---- ------- ------ ---------- ------- ------ ---------------
73.1 1.93s Non-interacting
1 0 1 0.31 52.5 2.18s
2 0 2 -0.52 47.1 1.44s
3 0 3 -2.40 41.8 1.32s
4 0 4 -4.46 30.0 1.03s
5 0 5 -6.46 17.5 725ms
6 0 6 -8.91 4.0 407ms
7 1 1 -7.86 55.6 1.95s Restart
8 1 2 -9.07 5.6 443ms
72.8 1.93s Final orbitals
Iter Restart Krydim log10(res) avg(CG) Δtime Comment
---- ------- ------ ---------- ------- ------ ---------------
73.0 1.80s Non-interacting
1 0 1 0.31 52.5 1.67s
2 0 2 -0.52 47.1 1.44s
3 0 3 -2.40 41.8 1.96s
4 0 4 -4.46 30.0 1.01s
5 0 5 -6.46 17.5 733ms
6 0 6 -8.91 4.0 411ms
7 1 1 -7.86 55.6 1.97s Restart
8 1 2 -9.07 5.6 451ms
72.9 1.96s Final orbitals
Iter Restart Krydim log10(res) avg(CG) Δtime Comment
---- ------- ------ ---------- ------- ------ ---------------
73.0 1.81s Non-interacting
1 0 1 0.31 52.5 1.67s
2 0 2 -0.52 47.1 1.45s
3 0 3 -2.40 41.8 1.33s
4 0 4 -4.46 30.0 1.03s
5 0 5 -6.46 17.5 734ms
6 0 6 -8.91 4.0 407ms
7 1 1 -7.86 55.6 1.98s Restart
8 1 2 -9.07 5.6 442ms
72.8 1.94s Final orbitals
Iter Restart Krydim log10(res) avg(CG) Δtime Comment
---- ------- ------ ---------- ------- ------ ---------------
73.1 1.79s Non-interacting
1 0 1 0.31 52.5 1.66s
2 0 2 -0.52 47.1 1.44s
3 0 3 -2.40 41.8 1.30s
4 0 4 -4.46 30.0 1.69s
5 0 5 -6.46 17.5 695ms
6 0 6 -8.91 4.0 404ms
7 1 1 -7.88 55.3 1.95s Restart
8 1 2 -9.14 5.4 442ms
72.8 1.96s Final orbitals
Iter Restart Krydim log10(res) avg(CG) Δtime Comment
---- ------- ------ ---------- ------- ------ ---------------
73.0 1.80s Non-interacting
1 0 1 0.31 52.5 1.68s
2 0 2 -0.52 47.1 1.44s
3 0 3 -2.40 41.8 1.32s
4 0 4 -4.46 30.0 1.04s
5 0 5 -6.46 17.5 731ms
6 0 6 -8.91 4.0 416ms
7 1 1 -7.88 55.3 1.95s Restart
8 1 2 -9.14 5.4 446ms
72.8 1.95s Final orbitals
Iter Restart Krydim log10(res) avg(CG) Δtime Comment
---- ------- ------ ---------- ------- ------ ---------------
73.0 1.81s Non-interacting
1 0 1 0.31 52.5 1.67s
2 0 2 -0.52 47.1 1.45s
3 0 3 -2.40 41.8 1.32s
4 0 4 -4.46 30.0 1.03s
5 0 5 -6.46 17.5 733ms
6 0 6 -8.91 4.0 1.10s
7 1 1 -7.88 55.3 1.88s Restart
8 1 2 -9.14 5.4 441ms
72.8 1.96s Final orbitals
86.322377 seconds (94.39 M allocations: 80.433 GiB, 7.33% gc time, 1.17% compilation time: 100% of which was recompilation)
These are the final phonon frequencies:
phret_q0.frequencies
6-element Vector{Float64}:
-0.0034981553780456666
-0.0029774511810992123
-0.0029774511780980843
0.004302230587303587
0.004302230591275319
0.00435320172395886
Practical phonon computations have only seen rudimentary testing as of now. As of now we do not yet recommend relying on this feature for production calculations. We appreciate any issues, bug reports or PRs.