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Join NHERI GSC and SimCenter for Part II of the Research Tools Workshop Series. <br style="text-align:start;color:rgba(0, 0, 0, 0.9);font-family:-apple-system, system-ui, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", "Fira Sans", Ubuntu, Oxygen, "Oxygen Sans", Cantarell, "Droid Sans", "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Lucida Grande", Helvetica, Arial, sans-serif;font-size:14px;line-height:inherit !important" class="ContentPasted0">
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<br style="text-align:start;color:rgba(0, 0, 0, 0.9);font-family:-apple-system, system-ui, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", "Fira Sans", Ubuntu, Oxygen, "Oxygen Sans", Cantarell, "Droid Sans", "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Lucida Grande", Helvetica, Arial, sans-serif;font-size:14px;line-height:inherit !important" class="ContentPasted0">
<span style="text-align: start; color: rgb(0, 0, 0); font-family: -apple-system, system-ui, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", "Fira Sans", Ubuntu, Oxygen, "Oxygen Sans", Cantarell, "Droid Sans", "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Lucida Grande", Helvetica, Arial, sans-serif; font-size: 12pt; background-color: rgb(255, 255, 255); display: inline !important;" class="ContentPasted0">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.</span><br style="text-align:start;color:rgba(0, 0, 0, 0.9);font-family:-apple-system, system-ui, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", "Fira Sans", Ubuntu, Oxygen, "Oxygen Sans", Cantarell, "Droid Sans", "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Lucida Grande", Helvetica, Arial, sans-serif;font-size:14px;line-height:inherit !important" class="ContentPasted0">
<br style="text-align:start;color:rgba(0, 0, 0, 0.9);font-family:-apple-system, system-ui, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", "Fira Sans", Ubuntu, Oxygen, "Oxygen Sans", Cantarell, "Droid Sans", "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Lucida Grande", Helvetica, Arial, sans-serif;font-size:14px;line-height:inherit !important" class="ContentPasted0">
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<div class="x_x_elementToProof x_elementToProof elementToProof" style="font-family:Arial,Helvetica,sans-serif; font-size:12pt; color:rgb(0,0,0); background-color:rgb(255,255,255)">
<span style="text-align: start; color: rgb(0, 0, 0); font-family: -apple-system, system-ui, BlinkMacSystemFont, "Segoe UI", Roboto, "Helvetica Neue", "Fira Sans", Ubuntu, Oxygen, "Oxygen Sans", Cantarell, "Droid Sans", "Apple Color Emoji", "Segoe UI Emoji", "Segoe UI Emoji", "Segoe UI Symbol", "Lucida Grande", Helvetica, Arial, sans-serif; font-size: 12pt; background-color: rgb(255, 255, 255); display: inline !important;" class="ContentPasted0">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.</span></div>
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If you would like to view Part I, please check out the NHERI ECO YouTube (<a href="https://youtu.be/fCkDyd7W8v4" target="_blank" rel="noopener noreferrer" data-auth="NotApplicable" class="x_style-scope x_ytcp-video-info x_ContentPasted0" style="text-align:start; font-family:Roboto,Noto,sans-serif; font-size:15px">https://youtu.be/fCkDyd7W8v4</a>),
NHERI DesignSafe's SimCenter playlist on YouTube (<a href="https://www.youtube.com/playlist?list=PL2GxvrdFrBlmYq223gclSaVHzkq3NcCIM" target="_blank" rel="noopener noreferrer" data-auth="NotApplicable">https://www.youtube.com/playlist?list=PL2GxvrdFrBlmYq223gclSaVHzkq3NcCIM</a>),
and the NHERI GSC Event page (<a href="https://www.designsafe-ci.org/learning-center/nheri-graduate-student-council/explore/events/" target="_blank" rel="noopener noreferrer" data-auth="NotApplicable">https://www.designsafe-ci.org/learning-center/nheri-graduate-student-council/explore/events/</a>).
All three will host the recording by November 18, 2022.</div>
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