Research output: Contribution to journal › Conference article › peer-review
Quantity of the inverse problem data for the system of conservation laws. / Klyuchinskiy, D. V.; Novikov, N. S.; Shishlenin, M. A.
In: Journal of Physics: Conference Series, Vol. 2092, No. 1, 012020, 20.12.2021.Research output: Contribution to journal › Conference article › peer-review
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TY - JOUR
T1 - Quantity of the inverse problem data for the system of conservation laws
AU - Klyuchinskiy, D. V.
AU - Novikov, N. S.
AU - Shishlenin, M. A.
N1 - Funding Information: The work was supported by RSCF 19-11-00154 “Developing of new mathematical acoustic tomography in medicine. Numerical methods, HPC and software”. Publisher Copyright: © 2021 Institute of Physics Publishing. All rights reserved.
PY - 2021/12/20
Y1 - 2021/12/20
N2 - In this paper we study properties of the model, that describes the plane acoustic waves propagation. The model is based on the hyperboliv system of PDE, which is solved numerically by using the finite-volume method, based on Godunov scheme. After studying the direct problem we turn to the inverse one, where our goal is to recover the parameters of the system of PDE by using the initial data, measured in the receivers. We obtain the formula for the gradient of the misfits functional, which allows us to apply gradient-based optimization for recovering the density of the medium. We present the results of numerical experiments for different number of receivers, thus, studying the influence of the quantity of the data of inverse problem on the accuracy of the solution.
AB - In this paper we study properties of the model, that describes the plane acoustic waves propagation. The model is based on the hyperboliv system of PDE, which is solved numerically by using the finite-volume method, based on Godunov scheme. After studying the direct problem we turn to the inverse one, where our goal is to recover the parameters of the system of PDE by using the initial data, measured in the receivers. We obtain the formula for the gradient of the misfits functional, which allows us to apply gradient-based optimization for recovering the density of the medium. We present the results of numerical experiments for different number of receivers, thus, studying the influence of the quantity of the data of inverse problem on the accuracy of the solution.
UR - http://www.scopus.com/inward/record.url?scp=85123994646&partnerID=8YFLogxK
U2 - 10.1088/1742-6596/2092/1/012020
DO - 10.1088/1742-6596/2092/1/012020
M3 - Conference article
AN - SCOPUS:85123994646
VL - 2092
JO - Journal of Physics: Conference Series
JF - Journal of Physics: Conference Series
SN - 1742-6588
IS - 1
M1 - 012020
T2 - 11th International Scientific Conference and Young Scientist School on Theory and Computational Methods for Inverse and Ill-posed Problems
Y2 - 26 August 2019 through 4 September 2019
ER -
ID: 35427789