2021
DOI: 10.1038/s41598-021-83605-2
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A quantitative evaluation of computational methods to accelerate the study of alloxazine-derived electroactive compounds for energy storage

Abstract: Alloxazines are a promising class of organic electroactive compounds for application in aqueous redox flow batteries (ARFBs), whose redox properties need to be tuned further for higher performance. High-throughput computational screening (HTCS) enables rational and time-efficient study of energy storage compounds. We compared the performance of computational chemistry methods, including the force field based molecular mechanics, semi-empirical quantum mechanics, density functional tight binding, and density fu… Show more

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Cited by 17 publications
(30 citation statements)
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References 65 publications
(61 reference statements)
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“…The crystal structure of drug Ketoconazole and compounds which are elucidated from the fruit epicarp were downloaded in Pubchem. Further, these compounds were alloted for ADME-Tox examination utilzing QikProp component ( Zhang et al, 2021 ). The various attributes of absorption, distribution, metabolism, excretion and toxicity were analysed for each compound ( Sabitha and Vijayalakshmi, 2012 ).…”
Section: Methodsmentioning
confidence: 99%
“…The crystal structure of drug Ketoconazole and compounds which are elucidated from the fruit epicarp were downloaded in Pubchem. Further, these compounds were alloted for ADME-Tox examination utilzing QikProp component ( Zhang et al, 2021 ). The various attributes of absorption, distribution, metabolism, excretion and toxicity were analysed for each compound ( Sabitha and Vijayalakshmi, 2012 ).…”
Section: Methodsmentioning
confidence: 99%
“…For the calculation of the reaction energies, the total energy of a H 2 molecule was calculated by using the same methods that have been used for all other molecules. In addition to reaction energies 11 , other chemical descriptors, such as the lowest unoccupied molecular orbital (LUMO) of reactant and the highest occupied molecular orbital (HOMO) of product molecules, can independently be used to predict the experimental redox potentials 12 . For that reason, the numerical data of different chemical descriptors as well as useful compound features have also been included in this file.…”
Section: Reddb_reactioncsvmentioning
confidence: 99%
“…41,45 Further information on the physics-based calculation methodology can be found in our recent works on the evaluation of various computational chemistry methods for the prediction of redox potentials of small organic-based energy storage compounds. 29,30 Accordingly, the linear regression equations used for predicting the experimental redox potentials of the reduction of C=O groups on quinone-like 29 The aqueous solubility data of the reactant molecules was obtained by using AqSolPred v1.0. 31 , which is a state-of-the-art consensus ML model that had been trained on the largest open-source measured solubility dataset of chemical compounds.…”
Section: Physics-based and Data-driven Modellingmentioning
confidence: 99%