Until this day, a modeling and simulation scientist requires a variety of tools: for data manipulation, data visualization, model fitting, qualification, visualization, simulation, and evaluation of simulated scenarios.
In [ 27], authors developed a simulation and evaluation suite, SEAL, which simulates NGS runs for different configurations of various factors, including sequencing error, indels, and coverage.
For example, Ruffalo et al. developed a simulation and evaluation suite to compare a few available aligners only using simulated data [ 25].
Marti, A., Folch, A., Jorba, O. & Janjic, Z. Volcanic ash modeling with the on-line NMMB/BSC-ASHv1.0 model: model description, case simulation and evaluation.
Marti, A., Folch, A., Jorba, O. & Janjic, Z. Volcanic ash modeling with the online NMMB-MONARCH-ASH v1.0 model: model description, case simulation, and evaluation.
The design of these systems requires a preliminary simulation and evaluation of their performance.
Pérez, C. et al. Atmospheric dust modeling from meso to global scales with the online NMMB/BSC-Dust model – Part 1: Model description, annual simulations and evaluation.
The second author worked on the simulations and evaluation.
This research covers basic instrumentation development, investigation and development of new image reconstruction algorithms, simulations, and evaluation of new quantitative techniques.
Finally, the error performance of the various relay processing schemes are demonstrated and compared based on the results obtained by both simulations and evaluation of the formulas analytically obtained.
The order of pen device simulations and evaluation of products listed in Table 1 was conducted in a randomized block design in order to minimize learning transfer from one device to the next.
