September 16, 2014
This webinar presents pSeven’s surrogate modeling and data analysis capabilities, which allow to:
Webinar showcases the following tools available in pSeven to perform surrogate modeling, coupled with the real-life application examples:
Approximation tool to construct approximation (surrogate) models using data of the same fidelity and assesses their quality. Tool properties:
Data fusion tool to construct surrogate models using data of different fidelity and generate a surrogate model for the high fidelity function as a result. Tool properties:
Both tools provide both approximation of high fidelity functions and partial derivatives, allow to manage a surrogate model construction time and perfectly handle samples of varied sizes: from tiny to really huge datasets.
Other pSeven capabilities for surrogate modeling and data analysis are mentioned, such as Design of Experiments, Sensitivity and Dependency Analysis, Dimension reduction and Feature Extraction. These capabilities will be subjects of further DATADVANCE webinars.