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Before identifying a dynamic system in general, or a linear time-varying system in particular, any qualitative information about the system's dynamic behaviour is always welcome.
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Our analysis identified a dynamic driver network (DDN) of CSF proteins related with the emerging tumorigenesis progressing from the non-hyperplasia state.
SVR is employed to identify a dynamic system from input output data, and the identified model is used for predicting the future states in the MPC framework.
Microarray data from 6-week-old mat-HCD female adipocytes showed enrichment of differentially expressed genes involved in downregulation of lipid metabolic processes, and transcript quantification identified a dynamic process in adipocyte regulation including downregulation of markers of adipose tissue expandability (Cidea, Agpat2) at 6 weeks and adipogenesis (Scd2) at 16 weeks of age.
Our purpose was to identify a dynamic SMG pattern reflecting continuous morphological changes of muscle and compare it with EMG/MMG patterns.
Second, we have identified a dynamic hydrophobic pocket in the stomatin domain, the closure of which prevents modulation of ASICs without affecting dimerization.
A recent qualitative study explored the capacity to work while depressed and anxious and identified a dynamic and varying capacity related both to fluctuations in symptoms and to work tasks and work environment.
The proposed FS-RBFNN has been tested and compared to other algorithms by applying it to the problem of identifying a nonlinear dynamic system.
The improvement is achieved by reducing the hysteresis in the PDM with a hysteresis compensator and identifying a linear dynamic model of the AO system from the measurement data with a closed-loop subspace identification approach.
To illustrate the difficulties that may be faced when identifying a nonlinear dynamic biological model and the performance of the proposed identification procedure we consider the mathematical model that describes the NF- κB regulatory module proposed by Lipniacki et al. [ 9].
The Pew Research Center's Project for Excellence in Journalism, which he directs, has identified a clear dynamic: A debate gaffe generates a viral video and a candidate goes down.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com