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:20260404T110831Z 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 AIMS-Cameroon Research Center Colloquium Series\n\n\nAbstract\nFractio nal calculus and its application to anomalous diffusion has recently recei ved a tremendous amount of attention. In complex/heterogeneous material me diums\, the long-range correlations or hereditary material properties are presumed to be the cause of such anomalous behavior. Owing to the revival of fractional calculus\, these effects are now conveniently modeled by fra ctional-order differential operators and the governing equations are refor mulated accordingly. Similarly\, the potential of fractional operators has been harnessed in various scientific domains like geophysical electromagn etics\, imaging science\, deep learning\, etc.\n\nIn this talk\, fractiona l operators will be introduced and both linear and nonlinear\, fractional- order differential equations will be discussed. New notions of optimal con trol and optimization under uncertainty will be presented. A special empha sis will be given on enriching Deep Neural Networks using fractional opera tors. Several applications from geophysics\, imaging science\, and deep le arning will be presented.\n LOCATION:https://stable.researchseminars.org/talk/RCMaths/1/ END:VEVENT END:VCALENDAR