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If a compound is predicted to be toxic, what are the causal factors for its toxicity?
In (e), a single inactive compound is predicted with lower probability and is moved 4 positions downwards in the ranking.
The Al8(Mn,Fe 5 intermetallic compound is predicted to have the lowest efficiency as a nucleant for magnesium grains.
A compound entry contains the chemical formula, exact mass, InChIKey canonical SMILES [45], FP2 and FP4 fingerprints and lists of reactions in which the compound is predicted to participate as a reactant or product.
(iii) An Al3Sr8 phase, isostructural with the recently discovered Al3Ca8 compound, is predicted to lie above the ground state hull and is not a T=0 K ground state.
The present study offers further proof-of-concept of localized QSRR modelling, in which the retention of any given compound is predicted using only the most chromatographically similar compounds in the available dataset.
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The activity for each compound was predicted using leave-one-out.
Based on the biochemical composition and FT-IR analysis, the flocculant compound was predicted as a polysaccharide derivative.
Finally, the query compound was predicted by a linear model using k nearest neighbors and the descriptor D (k). Figure 4 shows the flowchart of the LLR modeling.
Based on the simulation results, glass transition temperature (Tg), linear thermal expansion coefficients and Young's modulus of the cross-linked epoxy resin compound were predicted.
This compound was predicted to have potential for BBB penetration based on in silico and in vitro evaluation of passive permeability.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com