For ANN and SVR training, a comprehensive list of scenarios is created considering all credible disturbances.
A detailed finite element model (FEM) is created, considering material nonlinearity and component interaction.
Different PTF types were created considering the direction of prediction in the soil profile: upward and downward prediction models.
For the bridge subsystem a 3-D rail-ballast-beam finite element model is created, considering the elasticity and the continuity of the track system.
For this purpose a model was created, considering all CO2 forming and consuming reactions in the central catabolic and anabolic pathways.
First, an approximate optimal graph hierarchy based on an energy model is created, considering both data attributes and relationships among data items.
Four different models were created considering both the physical and the geometrical nonlinearities in order to understand the seismic behavior of the existing structure and also to account for several retrofit effects on the seismic behavior of the structure.
Further, a ROC curve was created considering four thresholds of article citations (one, five, ten and fifteen).
For each pedigree model, 10,000 simulated " Snowflakes" were created considering no relationship among founding members.
An adaptation of an existing English language Canadian Public Hypertension Recommendations pamphlet was created considering the literacy and translation challenges.
