snaeimi / ee-uq

Earthquake Engineering Application With Uncertainty Quantification

EE-UQ

This open-source research application provides an application researchers can use to predict the response of a building subjected to earthquake events. The application is focused on quantifying the uncertainties in the predicted response, given the that the properties of the buildings and the earthquake events are not known exactly, and that the simulation software and the user make simplifying assumptions in the numerical modeling of that structure. In the application, the user is required to characterize the uncertainties in the input. The application will after utilizing the selected sampling method, provide information that characterizes the uncertainties in the response measures. The computations to make these determinations can be prohibitively expensive. To overcome this impedement the user has the option to perform the computations on the Stampede2 supercomputer. Stampede2 is located at the Texas Advanced Computing Center and made available to the user through NHERI DesignSafe, the cyberinfrastructure provider for the distributed NSF funded Natural Hazards in Engineering Research Infrastructure (NHERI) facility.

The computations are performed in a workflow application. That is, the numerical simulations are actually performed by a number of different applications. The EE-UQ backend software runs these different applications for the user, taking the outputs from some programs and providing them as inputs to others. The design of the EE-UQ application is such that researchers are able to modify the backend application to utilize their own application in the workflow computations. This will ensure researchers are not limited to using the default applications we provide and will be enthused to provide their own applications for others to use.

This tool is under active development. Researchers are encouraged to comment on what additional features and applications they would like to see in this application. If you want it, chances are many of your colleagues also would benefit from it. Additional requests should be posted at the SimCenter forum.

Please visit the EE-UQ Research Tool webpage for more resources related to this tool. Additionally, this page provides more information on the NHERI SimCenter, including other SimCenter applications, FAQ, and how to collaborate.

Documentation

Tool documentation can be found: https://nheri-simcenter.github.io/EE-UQ-Documentation/

Acknowledgement

This material is based upon work supported by the National Science Foundation under Grant No. 1612843.

Contact

NHERI-SimCenter [email protected]