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Variational method for data assimilation problem
by
Mythily Ramaswamy
T.I.F.R Centre for Applicable Mathematics, Bangalore, India
Coauthors: Amit Apte, Didier Auroux
The data assimilation problem of determining initial data from the model and the observations, is posed as an optimal control problem using 4d-var method. One dimensional viscous Burger's equation is taken as the pde model. Two different numerical schemes are used to solve the pde and its adjoint equation. The optimal control problem is solved numerically to recover the initial data and also for future prediction.
Date received: March 25, 2009
Copyright © 2009 by the author(s). The author(s) of this document and the organizers of the conference have granted their consent to include this abstract in Atlas Conferences Inc. Document # caxp-72.