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Inverse problems for linear PDEs using mixed formulations

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Authors : Münch, Arnaud (Author of the conference)
CIRM (Publisher )

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Abstract : We explore a direct method allowing to solve numerically inverse type problems for hyperbolic type equations. We first consider the reconstruction of the full solution of the equation posed in $\Omega \times (0, T )$ - $\Omega$ a bounded subset of $\mathbb{R}^N$ - from a partial distributed observation. We employ a least-squares technic and minimize the $L^2$-norm of the distance from the observation to any solution. Taking the hyperbolic equation as the main constraint of the problem, the optimality conditions are reduced to a mixed formulation involving both the state to reconstruct and a Lagrange multiplier. Under usual geometric optic conditions, we show the well-posedness of this mixed formulation (in particular the inf-sup condition) and then introduce a numerical approximation based on space-time finite elements discretization. We show the strong convergence of the approximation and then discussed several examples for $N = 1$ and $N = 2$. The reconstruction of both the state and the source term is also discussed, as well as the boundary case. The parabolic case - more delicate as it requires the use of appropriate weights - will be also addressed. Joint works with Nicolae Cîndea and Diego Araujo de Souza.

MSC Codes :
35L10 - General theory of second-order, hyperbolic equations
65M12 - Stability and convergence of numerical methods (IVP of PDE)
93B40 - Computational methods

    Information on the Video

    Film maker : Hennenfent, Guillaume
    Language : English
    Available date : 15/12/15
    Conference Date : 10/11/15
    Subseries : Research talks
    arXiv category : Optimization and Control
    Mathematical Area(s) : PDE ; Control Theory & Optimization
    Format : MP4 (.mp4) - HD
    Video Time : 00:48:26
    Targeted Audience : Researchers
    Download : https://videos.cirm-math.fr/2015-11-10_Munch.mp4

Information on the Event

Event Title : Controllability of partial differential equations and applications / Contrôle des EDP et applications
Event Organizers : Dermenjian, Yves ; Cristofol, Michel ; Gaitan, Patricia ; Le Rousseau, Jérôme ; Yamamoto, Masahiro
Dates : 09/11/15 - 13/11/15
Event Year : 2015
Event URL : http://conferences.cirm-math.fr/1368.html

Citation Data

DOI : 10.24350/CIRM.V.18892703
Cite this video as: Münch, Arnaud (2015). Inverse problems for linear PDEs using mixed formulations. CIRM. Audiovisual resource. doi:10.24350/CIRM.V.18892703
URI : http://dx.doi.org/10.24350/CIRM.V.18892703

Bibliography

  • Münch, A., & Souza, D. (2015). Inverse problems for linear parabolic equations using mixed formulations - Part 1 : Theoretical analysis. - http://arxiv.org/abs/1508.07854

  • Nicolae, C., & Münch, A. (2015). Inverse problems for linear hyperbolic equations using mixed formulations. - http://arxiv.org/abs/1502.00114

  • Nicolae, C., & Münch, A. (2015). Reconstruction of the solution and the source of hyperbolic equations from boundary measurements: mixed formulations. - http://arxiv.org/abs/1505.02566



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