The purpose of this study was to evaluate shoulder muscle forces predicted by an electromyography-driven muscle model given neuromuscular parameters generated by Monte Carlo simulation.
Utilizing the Bayesian paradigm, an estimate of the reconstructed image and the model parameters is generated.
Previous attempts, focused on subtypes of endometriosis (13, 14), have been hampered by small sample sizes (11), and failed to validate models in populations independent to those from which model parameters were generated (34).
For the numerical experiments, a 1-D vadose zone model along with van Genuchten parameters generated by pedotransfer functions was used for simulating soil moisture dynamics under different climate and surface conditions.
The parameters generated by the model are only the angles between the body segments, hence no overall displacement of the character is synthesized by the HMMs.
The outputs of the particular parameters generated from the model have been closely examined and compared to the data available in the real system, and it has been observed that there are high R square values as well as low percentage differences (<5%) (Tables 6, 7 and 8).
Recently global sensitivity analysis (GSA) has been recognised as a useful technique, capable of addressing the uncertainty of the model parameters and generating valid predictions on parametric sensitivities.
A noninvasive radioactive particle tracking (RPT) technique is used to estimate the model parameters and generate tracer curves at various axial positions for two fluidized bed diameters.
In the synthesis phase, we use the model parameters to generate speech given text.
In the following subsections we address learning these dynamical model parameters and generating synthetic trajectories.
An Active Appearance Model (AAM) is a model capable of synthesizing new images of the object of interest by finding the model parameters which generate a synthetic image as close as possible to the target image [ 30].
