TY - JOUR
T1 - Robust design of D-π-A model compounds using digital structures for organic DSSC applications
AU - Wang, Feng
AU - Langford, Steven
AU - Nakai, Hiromi
N1 - Funding Information:
FW acknowledges her research and project students, Ms Qudsia Arooj, Mr Joshua Ince and Mr Frederick Backler for contributions for quantum mechanical calculations of related projects. FW also acknowledges National Computational Infrastructure (NCI) and Swinburne Supercomputing Facilities for the supercomputing resources.
Publisher Copyright:
© 2020
PY - 2021/1
Y1 - 2021/1
N2 - New D−π-spacer−A model compound dye sensitizers (or dyes) are developed using digital structures for organic dyes sensitized solar cells (DSSCs) applications. Based on our previous studies, the model D−π-spacer−A dyes contain building blocks of a di(p-carboxy)-phenylamine as the electron donor and a perylene monoimide as the electron acceptor. The new D−π-spacer−A dyes are constructed through variations of a set of three model π-spacer units, fluorene, 3,4-ethylenedioxythiophene and thiophene. The new dyes are presented by digital structures of π(ijk) in a digital control Π-matrix. If the chromophore database of the π-units is arranged in a defined manner, the new dyes are therefore designed through selecting of the set of three integers (ijk). Properties such as the UV–vis spectra which are calculated using the time-dependent density functional theory (TD-DFT) determine if the new compounds are suitable for organic solar cell purposes. The same strategy can be applied to donors and acceptors in the D−π-spacer−A model compound in order to robust design and build new organic dyes for DSSCs. The digital structures of the organic compounds enhance the machine driven structure-property relationship establishment once the database is sufficiently comprehensive. The present study demonstrates that new compounds obtained through mixing the π-spacer units of fluorene, 3,4-ethylenedioxythiophene and thiophene, e.g. π121 and π211, result in better dyes in DSSC applications. The concise digital structures of the new dyes are able to achieve a more robust design of the organic dyes and other materials.
AB - New D−π-spacer−A model compound dye sensitizers (or dyes) are developed using digital structures for organic dyes sensitized solar cells (DSSCs) applications. Based on our previous studies, the model D−π-spacer−A dyes contain building blocks of a di(p-carboxy)-phenylamine as the electron donor and a perylene monoimide as the electron acceptor. The new D−π-spacer−A dyes are constructed through variations of a set of three model π-spacer units, fluorene, 3,4-ethylenedioxythiophene and thiophene. The new dyes are presented by digital structures of π(ijk) in a digital control Π-matrix. If the chromophore database of the π-units is arranged in a defined manner, the new dyes are therefore designed through selecting of the set of three integers (ijk). Properties such as the UV–vis spectra which are calculated using the time-dependent density functional theory (TD-DFT) determine if the new compounds are suitable for organic solar cell purposes. The same strategy can be applied to donors and acceptors in the D−π-spacer−A model compound in order to robust design and build new organic dyes for DSSCs. The digital structures of the organic compounds enhance the machine driven structure-property relationship establishment once the database is sufficiently comprehensive. The present study demonstrates that new compounds obtained through mixing the π-spacer units of fluorene, 3,4-ethylenedioxythiophene and thiophene, e.g. π121 and π211, result in better dyes in DSSC applications. The concise digital structures of the new dyes are able to achieve a more robust design of the organic dyes and other materials.
KW - Donor−π-spacer−Acceptor model
KW - Feature engineering
KW - Organic dye digital structures
KW - Organic dye sensitized solar cells (DSSCs)
KW - Structure-property relationship
KW - Surrogate model for new organic dye design
KW - Time-dependent density functional theory (TD-DFT) calculations
KW - UV–Vis spectrum
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U2 - 10.1016/j.jmgm.2020.107798
DO - 10.1016/j.jmgm.2020.107798
M3 - Article
C2 - 33181422
AN - SCOPUS:85096218033
SN - 1093-3263
VL - 102
JO - Journal of Molecular Graphics and Modelling
JF - Journal of Molecular Graphics and Modelling
M1 - 107798
ER -