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Covid-19 is a beta-coronavirus that was first identified during the Wuhan COVID-19 epidemic in 2019. This study is focused on the quantum descriptors of the proposed antiviral drugs, molecular docking, and dynamics simulation with the main protease of ...
Elshafie Ahmed Mahmoud Gad +2 more
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BONAFIDE: a Python framework for the calculation of local features for atoms and bonds in molecules [PDF]
Data-driven chemistry relies on robust, efficient, and reproducible pipelines for generating digital molecular representations. While comprehensive software for global molecular descriptors is widely available, the calculation of local atom and bond ...
Lukas M. Sigmund +3 more
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A dataset of 1.2 million molecules with DFT-level quantum chemical annotations for molecular representation learning [PDF]
An informative molecular representation is prerequisite for the accurate prediction of molecular property by machine learning, but demands large-scale data enriched with detailed physicochemical information for its effective learning.
Haoyu Wang, Ziyan Zhang, Haipeng Gong
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SOMAS: a platform for data-driven material discovery in redox flow battery development
Measurement(s) quantum descriptors • molecular descriptors • physical descriptors Technology Type(s) Computation ...
Peiyuan Gao +7 more
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Molecular Docking and Computational Exploration of Isolated Drugs from Daphne Species Against COVID-19 [PDF]
The SARS-CoV-2 has initiated in Wuhan city of China and then extend all around the world as a health emergency. It begins a new research area to produce potential drugs using data-driven approaches to identify potential therapies for the treatment of the
Ahmad Irfan +3 more
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Quantitative structure-activity relationship (QSAR) models were useful in understanding how chemical structure relates to the toxicology of chemicals. In the present study, we report quantum molecular descriptors using conductor like screening model (COs)
Ahmad NAZİB ALİAS +1 more
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This study was carried out to establish, validate and apply a model that relates the toxicity of some PCBs (2,4-dichlorobiphenyl, 2,4’5-trichlorobiphenyl, 2,2’3,4,4’,5’,6-heptachlorobiphenyl, 2,2’,5,5’-tetrachlorobiphenyl and 2,3,3’4,4 ...
Nnabuk Okon Eddy, Ph.D
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Benzenoid hydrocarbons have regular structures, attracting the opportunity to test the structural descriptors of their series. In the present study, we compared information entropy, Wiener indices, topological efficiencies, topological roundness, and ...
Denis Sh. Sabirov +3 more
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Density function theory (DFT) study on adsorptivity and corrosion inhibition performance of 4-mercapto-1-alkylpyridin-1-ium bromide (where R = C8, C10 and C12) on carbon steel in 1 M HCl solution was presented.
Elshafie A.M. Gad +2 more
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Series of anti- Staphylococcus aureus were studied via quantum chemical method and several molecular descriptors were obtained which were further used to develop QSAR model using back propagation neural network method using MATLAB. More so, the molecular
Abel Kolawole Oyebamiji +2 more
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