TY - JOUR
T1 - Gradient-based estimation of Manning's friction coefficient from noisy data
AU - Calo, Victor M.
AU - Collier, Nathan
AU - Gehre, Matthias
AU - Jin, Bangti
AU - Radwan, Hany G.
AU - Santillana, Mauricio
N1 - KAUST Repository Item: Exported on 2020-10-01
Acknowledged KAUST grant number(s): KUS-C1-016-04
Acknowledgements: This work was initiated while V.M.C. was a Visiting Professor at the Institute for Applied Mathematics and Computational Science (IAMCS), Texas A&M University, College Station. The work of M.G. was carried out during his visit at IAMCS. They would like to thank the institute for the kind hospitality and support. The work of B.J. is supported by Award No. KUS-C1-016-04, made by King Abdullah University of Science and Technology (KAUST).
PY - 2013/1
Y1 - 2013/1
N2 - We study the numerical recovery of Manning's roughness coefficient for the diffusive wave approximation of the shallow water equation. We describe a conjugate gradient method for the numerical inversion. Numerical results for one-dimensional models are presented to illustrate the feasibility of the approach. Also we provide a proof of the differentiability of the weak form with respect to the coefficient as well as the continuity and boundedness of the linearized operator under reasonable assumptions using the maximal parabolic regularity theory. © 2012 Elsevier B.V. All rights reserved.
AB - We study the numerical recovery of Manning's roughness coefficient for the diffusive wave approximation of the shallow water equation. We describe a conjugate gradient method for the numerical inversion. Numerical results for one-dimensional models are presented to illustrate the feasibility of the approach. Also we provide a proof of the differentiability of the weak form with respect to the coefficient as well as the continuity and boundedness of the linearized operator under reasonable assumptions using the maximal parabolic regularity theory. © 2012 Elsevier B.V. All rights reserved.
UR - http://hdl.handle.net/10754/562559
UR - http://arxiv.org/abs/arXiv:1204.1709v1
UR - http://www.scopus.com/inward/record.url?scp=84867070691&partnerID=8YFLogxK
U2 - 10.1016/j.cam.2012.08.004
DO - 10.1016/j.cam.2012.08.004
M3 - Article
SN - 0377-0427
VL - 238
SP - 1
EP - 13
JO - Journal of Computational and Applied Mathematics
JF - Journal of Computational and Applied Mathematics
IS - 1
ER -