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SUMMARY:Yiwei Wang (Illinois Institute of Technology)
DTSTART:20200506T150000Z
DTEND:20200506T160000Z
DTSTAMP:20260423T024648Z
UID:GSMMA/2
DESCRIPTION:Title: <a href="https://researchseminars.org/talk/GSMMA/2/">Va
 riational Schemes to Generalized Diffusions\, Gradient flows and Beyond: A
 n Discrete Energetic Variational Approach</a>\nby Yiwei Wang (Illinois Ins
 titute of Technology) as part of Global Seminar on Mathematical Modeling a
 nd Applications\n\n\nAbstract\nIn this talk\, we present a systematic fram
 ework of deriving variational schemes for generalized diffusions and gradi
 ent flows\, by a discrete energetic variational approach\, which performs 
 an energetic variational approach (EnVarA) at a semi-discrete level. In pa
 rticular\, we apply such an approach to construct variational Lagrangian s
 chemes and particle methods for porous medium type generalized diffusion a
 nd Allen-Cahn type equations. Numerical examples show the advantages of ou
 r schemes in capturing singularities\, thin diffuse interfaces\, and free 
 boundaries. Our approach also has a potential connection application in Va
 riational Inference problems in the field of machine learning. This is joi
 nt work with Professor Chun Liu (IIT).\n\nZoom meeting ended\n
LOCATION:https://researchseminars.org/talk/GSMMA/2/
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