다음에 대한 결과:
There will be an introductory hand-on SimBiology workshop following ACoP on Friday, Oct 24 at University of Florida, Orlando Campus, sponsored by Prof. Sihem Bihorel.
To register, please send me a direct message from the community site or e-mail me at fbuyukoz[at]mathworks.com. Please also let your colleagues know who might be interested in attending. Space is limited and will be allocated to those who sign up first.
Agenda
Introduction
- Overview of MATLAB and SimBiology
- Navigating the SimBiology desktop environment
- Working with a SimBiology project
Building and Simulating Mechanistic Models, using a TMDD example
- Overview of the building blocks and modeling architecture
- Building models using the SimBiology block diagram editor
- Configuring simulation-related settings (solvers, tolerances, sampling time, etc.)
- Exploring model dynamics and sensitivity using parameter sliders and sensitivity analysis
- Simulating hypothetical scenarios and dosing schedules
Implementing Traditional Compartmental PK/PD Workflows, using a 1 compartment PK model as example
- Importing, processing and visualizing data
- Performing non-compartmental analysis (NCA)
- Estimating parameters using nonlinear regression and population-based methods
Programmatic SimBiology and Integration with MATLAB
- Writing custom analysis tasks
- Automating workflows using MATLAB scripts
