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CSM is used within the SEEK filter to efficiently compute model derivatives with respect to the state and parameters along the filter correction directions.
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Bipolar properties of model polythiophene derivatives with 1,3,5-triazine units are investigated.
An extensive SAR study was performed based on our four-point pharmacophore model, yielding derivatives with affinity to MDM2 in the nanomolar range.
It is now adding "Speed" models, higher-priced derivatives with extra horsepower (600, which amounts to a net gain of about 50 horses from the standard W-12 motor).
Conditions on the design are given to ensure regularity of the estimation problem, despite non-differentiability of the model's first partial derivatives (with respect to the covariate and model parameters).
In this study, we developed a reliable ligand-based pharmacophore model based on isaindigotone derivatives with conformational change activity toward telomeric G-quadruplex DNA.
Further, the interaction of these derivatives with model membranes prepared from DPPC and the effect on the thermotropic behavior and polymorphism of the bilayers have been investigated by multinuclear NMR and DSC methods.
The obtained QSAR model predicted that lidocaine derivatives with free positions 2 and 6 on the aromatic ring had a higher efficacy than clinically used local anesthetics for inhibition of NMDA receptor signaling.
Comprehensive structure activity relationship studies including docking experiments with a homology model resulted in azaglycine derivatives with low nanomolar affinity for α5 β1 and up to 10-fold higher selectivity when compared with α v β3.
And wavelet coefficients after orthogonal signal correction (OSC) in the ANN models reduced RMSEP by up to 77% compared to ANN models using derivatives combined with PCA pretreatment.
An analysis of mixed-language models using derivatives computed with algorithmic (or automatic) differentiation needs to comprehensively handle all the involved components and the respective interfaces in a mixed-language environment.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com