Added Notebook Example for psikit #psi4 #RDKit

Some days ago. I updated psikit, added new function, SAPT.

The method can calculate inter-intra molecular interaction with psi4. Psikit can call the method very easily.

And I added sample notebook in the repository. Following codes are very simple example of SATP for water dimer and FSAPT for phenol dimer.

SAPT for water dimer.

from rdkit import Chem
from rdkit.Chem.Draw import IPythonConsole
from rdkit.Chem import Draw
from psikit import Sapt

w1 = Chem.MolFromMolFile('water1.mol', removeHs=False)
w2 = Chem.MolFromMolFile('water2.mol', removeHs=False)
sapt = Sapt()
res = sapt.run_sapt()
---stdout is below
Initializing SAPT object...

RHF for monomer A finished in 0.55 seconds.
RHF for monomer B finished in 0.52 seconds.
Building ERI tensor...
...built ERI tensor in 3.180 seconds.
Size of the ERI tensor is 0.36 GB, 82 basis functions.

...finished initializing SAPT object in  4.49 seconds.

Starting electrostatics...
...electrostatics took a total of  0.17 seconds.

Starting exchange... took a total of  0.63 seconds.

Starting dispersion...
...dispersion took a total of  8.92 seconds.

Starting induction...
Ind20,r (AB)           -1.37852223 mH       -0.86503511 kcal/mol
Exch-Ind20,r (AB)       0.88580457 mH        0.55585034 kcal/mol
...induction took a total of  15.90 seconds.

SAPT0 Results
Exch10 (S^2)             10.53844851 mH        6.61297129 kcal/mol
Elst10                  -13.02830646 mH       -8.17537956 kcal/mol
Disp20                   -3.42996225 mH       -2.15233218 kcal/mol
Exch-Disp20               0.61399531 mH        0.38528758 kcal/mol
Ind20,r                  -4.33068313 mH       -2.71754264 kcal/mol
Exch-Ind20,r              2.30125737 mH        1.44405971 kcal/mol
Total SAPT0              -7.33525065 mH       -4.60293580 kcal/mol

F-SAPT for phenol dimer

from rdkit import Chem
from rdkit.Chem.Draw import IPythonConsole
from rdkit.Chem import Draw
from psikit import Sapt

p1 = Chem.MolFromMolFile('phenol1.mol', removeHs=False)
p2 = Chem.MolFromMolFile('phenol2.mol', removeHs=False)
sapt = Sapt()
res = sapt.run_fisapt()

--fA.dat and fB.dat files are generated in fsapt folder the  call from terminal, it generates FSAPT results which is shown below.
   => Full Analysis  Reduced Analysis  F-ISAPT: Links 50-50  Full Analysis  Reduced Analysis <=

Frag1     Frag2         Elst     Exch    IndAB    IndBA     Disp    Total 
c1ccccc1_0 c1ccccc1_0    0.686    2.197    0.007   -0.208   -2.403    0.278 
c1ccccc1_0 O_0         -2.751    0.733   -0.147   -0.227   -0.675   -3.067 
O_0       c1ccccc1_0    1.392    0.720    0.222   -0.347   -0.793    1.194 
O_0       O_0         -8.421    6.218   -0.584   -1.512   -1.250   -5.549 
c1ccccc1_0 All         -2.065    2.930   -0.140   -0.435   -3.078   -2.789 
O_0       All         -7.030    6.938   -0.362   -1.859   -2.043   -4.356 
All       c1ccccc1_0    2.078    2.917    0.229   -0.556   -3.196    1.472 
All       O_0        -11.173    6.951   -0.731   -1.739   -1.925   -8.617 
All       All         -9.095    9.868   -0.502   -2.295   -5.121   -7.145 

Psikit can use SAPT, FSAPT efficiently I think. There is room for improvement for FSAPT fragmentation method. Any comments and advice will be greatly appreciated.

URL is below.



Published by iwatobipen

I'm medicinal chemist in mid size of pharmaceutical company. I love chemoinfo, cording, organic synthesis, my family.

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