BEGIN:VCALENDAR VERSION:2.0 PRODID:researchseminars.org CALSCALE:GREGORIAN X-WR-CALNAME:researchseminars.org BEGIN:VEVENT SUMMARY:Harbir Antil (George Mason University\, Fairfex\, VA 22030\, USA) DTSTART:20200922T130000Z DTEND:20200922T140000Z DTSTAMP:20260422T225703Z UID:RCMaths/1 DESCRIPTION:Title: Optimal Control and Deep Learning with Fractional Operators\nby Harbir Antil (George Mason University\, Fairfex\, VA 22030\, USA) as part of AIM S-Cameroon Research Center Colloquium Series\n\n\nAbstract\nFractional cal culus and its application to anomalous diffusion has recently received a t remendous amount of attention. In complex/heterogeneous material mediums\, the long-range correlations or hereditary material properties are presume d to be the cause of such anomalous behavior. Owing to the revival of frac tional calculus\, these effects are now conveniently modeled by fractional -order differential operators and the governing equations are reformulated accordingly. Similarly\, the potential of fractional operators has been h arnessed in various scientific domains like geophysical electromagnetics\, imaging science\, deep learning\, etc.\n\nIn this talk\, fractional opera tors will be introduced and both linear and nonlinear\, fractional-order d ifferential equations will be discussed. New notions of optimal control an d optimization under uncertainty will be presented. A special emphasis wil l be given on enriching Deep Neural Networks using fractional operators. S everal applications from geophysics\, imaging science\, and deep learning will be presented.\n LOCATION:https://researchseminars.org/talk/RCMaths/1/ END:VEVENT END:VCALENDAR