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DESCRIPTION:[] []\n\nKourosh K. Taheri\, Ph.D. Andrew Strikwerda\, Ph.D.\n\
 n(Technical Sales Manager\, Energy) (Applications Manager\, Electromagneti
 cs)\n\nAbstract\nThe Uncertainty Quantification Module\, an add-on to the 
 COMSOL Multiphysics® software\, is designed\nto address the limitations o
 f deterministic simulations by incorporating the inherent uncertainties fo
 und\nin real-world applications. Simulations typically assume that input d
 ata are fixed\, and outputs can be\ncomputed with high accuracy. However\,
  this deterministic approach does not account for the variability\npresent
  in practical scenarios such as manufacturing processes\, where significan
 t uncertainty exists.\nThe Uncertainty Quantification Module offers a unif
 orm interface for screening\, sensitivity analysis\,\nuncertainty propagat
 ion\, reliability analysis\, and inverse UQ. It can be integrated with oth
 er COMSOL\nproducts to enable uncertainty analysis in electromagnetics\, s
 tructural mechanics\, acoustics\, fluid\ndynamics\, heat transfer\, and ch
 emical engineering simulations. The software brings fully coupled\nMultiph
 ysics and single-physics modeling capabilities\, model management\, and us
 er-friendly tools for\nbuilding simulation applications.\n\nIn this presen
 tation\, we will first introduce the COMSOL Multiphysics software and demo
 nstrate the\nworkflow by constructing a simple proof of concept model. We 
 will then discuss the Uncertainty\nQuantification Module\, and how it can 
 be incorporated into a Multiphysics simulation.\n\nAgenda: \nPLEASE NOTE T
 HE NEW 5PM START TIME FOR THIS MEETING\n\n5:00 PM Networking and light din
 ner\n\n5:30 PM Technical Presentation\n\n7:00 PM Questions and Answers\n\n
 7:15 PM Informal Q&amp;A and networking\n\n7:30 PM Adjournment\n\nBldg: Main C
 afeteria\, Lincoln Laboratory\, 244 Wood St\, Lexington\, Massachusetts\, 
 United States\, 02421\, Virtual: https://events.vtools.ieee.org/m/475215
LOCATION:Bldg: Main Cafeteria\, Lincoln Laboratory\, 244 Wood St\, Lexingto
 n\, Massachusetts\, United States\, 02421\, Virtual: https://events.vtools
 .ieee.org/m/475215
ORGANIZER:chair.ieee.BostonReliability@gmail.com
SEQUENCE:70
SUMMARY:Hybrid - COMSOL Multiphysics and the Uncertainty Quantification Mod
 ule
URL;VALUE=URI:https://events.vtools.ieee.org/m/475215
X-ALT-DESC:Description: &lt;br /&gt;&lt;p&gt;&lt;img src=&quot;https://events.vtools.ieee.org/v
 tools_ui/media/display/87eb6bc1-537b-4a93-95b6-0986b342f315&quot; alt=&quot;&quot; width=
 &quot;302&quot; height=&quot;318&quot;&gt;&amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &lt;img src=&quot;https
 ://events.vtools.ieee.org/vtools_ui/media/display/52348ca3-8652-442f-8e31-
 fc866be941af&quot; alt=&quot;&quot; width=&quot;245&quot; height=&quot;318&quot;&gt;&lt;/p&gt;\n&lt;p&gt;&lt;strong&gt;Kourosh K. 
 Taheri\, Ph.D.&amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbs
 p\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\
 ; &amp;nbsp\; &amp;nbsp\; &lt;/strong&gt;&lt;strong&gt;Andrew Strikwerda\, Ph.D. &lt;/strong&gt;&lt;/p&gt;
 \n&lt;p&gt;&lt;strong&gt;(Technical Sales Manager\, Energy)&amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nb
 sp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\;(Applications 
 Manager\, Electromagnetics)&amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\;
  &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;nbsp\; &amp;
 nbsp\; &amp;nbsp\;&lt;/strong&gt;&lt;strong&gt;&amp;nbsp\; &amp;nbsp\; &amp;nbsp\;&amp;nbsp\;&lt;/strong&gt;&lt;/p&gt;
 \n&lt;p&gt;&amp;nbsp\;&lt;/p&gt;\n&lt;p&gt;&lt;strong&gt;Abstract&lt;/strong&gt;&lt;br&gt;The Uncertainty Quantifi
 cation Module\, an add-on to the COMSOL Multiphysics&amp;reg\; software\, is d
 esigned&lt;br&gt;to address the limitations of deterministic simulations by inco
 rporating the inherent uncertainties found&lt;br&gt;in real-world applications. 
 Simulations typically assume that input data are fixed\, and outputs can b
 e&lt;br&gt;computed with high accuracy. However\, this deterministic approach do
 es not account for the variability&lt;br&gt;present in practical scenarios such 
 as manufacturing processes\, where significant uncertainty exists.&lt;br&gt;The 
 Uncertainty Quantification Module offers a uniform interface for screening
 \, sensitivity analysis\,&lt;br&gt;uncertainty propagation\, reliability analysi
 s\, and inverse UQ. It can be integrated with other COMSOL&lt;br&gt;products to 
 enable uncertainty analysis in electromagnetics\, structural mechanics\, a
 coustics\, fluid&lt;br&gt;dynamics\, heat transfer\, and chemical engineering si
 mulations. The software brings fully coupled&lt;br&gt;Multiphysics and single-ph
 ysics modeling capabilities\, model management\, and user-friendly tools f
 or&lt;br&gt;building simulation applications.&lt;/p&gt;\n&lt;p&gt;&lt;br&gt;In this presentation\,
  we will first introduce the COMSOL Multiphysics software and demonstrate 
 the&lt;br&gt;workflow by constructing a simple proof of concept model. We will t
 hen discuss the Uncertainty&lt;br&gt;Quantification Module\, and how it can be i
 ncorporated into a Multiphysics simulation.&lt;/p&gt;&lt;br /&gt;&lt;br /&gt;Agenda: &lt;br /&gt;&lt;
 div&gt;\n&lt;p&gt;&lt;strong&gt;PLEASE NOTE THE NEW 5PM START TIME FOR THIS MEETING&lt;/stro
 ng&gt;&lt;/p&gt;\n&lt;p&gt;&lt;strong&gt;5:00 PM&amp;nbsp\; &amp;nbsp\;&lt;/strong&gt;Networking and light di
 nner&lt;/p&gt;\n&lt;p&gt;&lt;strong&gt;5:30 PM&lt;/strong&gt;&amp;nbsp\; &amp;nbsp\;Technical Presentation
 &lt;/p&gt;\n&lt;p&gt;&lt;strong&gt;7:00 PM&lt;/strong&gt;&amp;nbsp\;&amp;nbsp\; Questions and Answers&lt;/p&gt;\
 n&lt;p&gt;&lt;strong&gt;7:15 PM&lt;/strong&gt;&amp;nbsp\;&amp;nbsp\; Informal Q&amp;amp\;A and networkin
 g&lt;/p&gt;\n&lt;p&gt;&lt;strong&gt;7:30 PM&lt;/strong&gt;&amp;nbsp\;&amp;nbsp\;&amp;nbsp\;Adjournment&lt;/p&gt;\n&lt;/
 div&gt;\n&lt;div&gt;&amp;nbsp\;&lt;/div&gt;
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