Atomistic Modeling of PEDOT:PSS Complexes I: DFT Benchmarking
Posted on 2021-04-16 - 16:37
Poly(3,4-ethylenedioxythiophene)
polystyrene sulfonate (PEDOT:PSS)
is a conductive polymer complex integral to both established and next-generation
electronic devices. Density functional theory (DFT) and molecular
dynamics (MD) studies are increasingly used to probe nanoscale details
of this system inaccessible to experiments, but the tools used for
these investigations have not yet been thoroughly validated. In Part
I of this series, we conduct a benchmarking study of ground-state
properties of the PEDOT:PSS system. Predictions by seventeen density
functionals (DFs) of geometries, perturbative properties, complexation
energies, delocalization error, exciton stability, and torsional barriers
are assessed against the double-hybrid DF DSD-PBEP86. We find that
the spin contamination of the open-shell PEDOT3+ wave function, a measure of the amount of Hartree–Fock (HF)
exchange in a DF, is associated with several properties studied here.
The influence of HF exchange on property predictions correlated with
its tendency to enhance electron localization. DFs with reduced HF
exchange generally yield better vibrational energies, molecular polarizabilities,
and torsion barriers. In contrast, LC DFs were necessary to accurately
obtain electron delocalization in fractional electron calculations.
The use of dispersion corrections more strongly predicts performance
in noncovalent complexation benchmarks than that in HF treatment.
Systematic errors in exciton stability, obtained through the singlet–triplet
energy, are discussed. The generalized gradient approximation (GGA)
DF B97-D, hybrid DF HSE06, and LC DF ωB97x-D emerge as the highest-performing
functionals in the study. Based on these results, we use a combination
of ωB97x-D and DSD-PBEP86 calculations to train an all-atom
force field for PEDOT oligomers in Part II of this work.