[NGSC] Part II: NHERI GSC and SimCenter Research Tools Workshop Series

[Robin Nelson]

Join NHERI GSC and SimCenter for Part II of the Research Tools Workshop Series.

In this month's workshop, we will first revisit the existing tools and resources at DesignSafe for Machine Learning and AI applications. Then, we will demonstrate how to perform ML studies on DesignSafe in detail. In particular, four well-documented examples will be displayed and explained, covering four different ML algorithms: linear regression, random forest, artificial neural network (ANN), and convolution neural network (CNN). At the end of the webinar, a Q&A session will clarify any questions from the audience.

Dr. Zhang is a research associate at the University of Texas, Austin with the Texas Advanced Computing Center (TACC). His research interests revolve around developing computational and physical modeling and data analytics methodologies in design and performance assessment of life pipelines and infrastructure systems, to further enhance their resilience and sustainability.

If you would like to view Part I, please check out the NHERI ECO YouTube (https://youtu.be/fCkDyd7W8v4), NHERI DesignSafe's SimCenter playlist on YouTube (https://www.youtube.com/playlist?list=PL2GxvrdFrBlmYq223gclSaVHzkq3NcCIM), and the NHERI GSC Event page (https://www.designsafe-ci.org/learning-center/nheri-graduate-student-council/explore/events/). All three will host the recording by November 18, 2022.
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