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This method uses a setting compound, like cement, plaster of Paris, rubber cement, etc. to create a rock-like fossil with the impression of your desired object in it.
There's no one setting compound that's better than the others - obviously, cement is an extremely durable option, which makes it a smart choice if you want to display your fossil outside.
Under the same setting, compound similarity for drugs and sequence identity for targets, instead of GRASP fingerprints, showed broader distributions of similarities for the three datasets which were overlapped with each other (Fig. 6b and Fig. S4).
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Each test set compound was represented by a single random low-energy conformer.
The optimal assignment step maps each atom of the query compound onto an atom of the data set compound.
In kNN calculations, each evaluation set compound is compared to all training set compounds and the top k compounds with highest T values were selected as the nearest neighbours (NNs).
Note that st* and γt*are characteristic of each training set compound contributing to the model of interest.
Analogously, this applies to the j-th column of S and the j-th atom of the data set compound.
CoMFA and CoMSIA yielded predicted activities for test set compounds with r2pred of 0.893 and 0.917 respectively.
The predictive power of the model was tested with 3 external test set compounds as true unknowns.
Secondly, experimental affinity coefficients of the training set compounds were determined from adsorption isotherms on Norit R1 activated carbon.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com