×

Stability of inverse transport equation in diffusion scaling and Fokker-Planck limit. (English) Zbl 1412.82019

Two different scalings of the Boltzmann transport equation for photons are considered: the diffusive and the Fokker-Planck ones. The inverse problem for the corresponding equations is studied, which consists in the reconstruction of the scattering and the absorption coefficients starting from boundary measurements. In particular, the authors assess how the error in the measurements is amplified or suppressed in the reconstruction. As regards the first limit, the authors show that the distinguishability coefficient, both for the absorption and the scattering coefficients, is bad for small Knudsen number. In the second limit it is shown that a full recovery of the scattering coefficient is less possible. In both cases, the linearization approach is used.

MSC:

82B40 Kinetic theory of gases in equilibrium statistical mechanics
65N21 Numerical methods for inverse problems for boundary value problems involving PDEs
35L99 Hyperbolic equations and hyperbolic systems
35K99 Parabolic equations and parabolic systems
82C70 Transport processes in time-dependent statistical mechanics
35Q20 Boltzmann equations

References:

[1] G. Abdoulaev, K. Ren, and A. Hielscher, Optical tomography as a PDE-constrained optimization problem, Inverse Problems, 21 (2005), pp. 1507–1530. · Zbl 1086.35116
[2] S. Arridge, Optical tomography in medical imaging, Inverse Problems, 15 (1999), pp. R41–93. · Zbl 0926.35155
[3] S. Arridge and W. Lionheart, Nonuniqueness in diffusion-based optical tomography, Optim. Lett., 23 (1998), pp. 882–884.
[4] S. R. Arridge and J. C. Schotland, Optical tomography: Forward and inverse problems, Inverse Problems, 25 (2009), 123010. · Zbl 1188.35197
[5] G. Bal, Inverse transport theory and applications, Inverse Problems, 25 (2009), 053001. · Zbl 1178.35377
[6] G. Bal, A. Jollivet, I. Langmore, and F. Monard, Angular average of time-harmonic transport solutions, Comm. Partial Differential Equations, 36 (2011), pp. 1044–1070. · Zbl 1231.35139
[7] G. Bal and A. Jollivet, Time-dependent angularly averaged inverse transport, Inverse Problems, 25 (2009), 075010. · Zbl 1177.35246
[8] G. Bal and A. Jollivet, Stability for time-dependent inverse transport, SIAM J. Math. Anal., 42 (2010), pp. 679–700. · Zbl 1209.35148
[9] G. Bal, I. Langmore, and F. Monard, Inverse transport with isotropic sources and angularly averaged measurement, Inverse Probl. Imaging, 2 (2008), pp. 23–42. · Zbl 1171.65104
[10] G. Bal and F. Monard, Inverse transport with isotropic time-harmonic sources, SIAM J. Math. Anal., 44 (2012), pp. 134–161. · Zbl 1244.35163
[11] C. Bardos, S. Santos, and R. Sentis, Diffusion approximation and computation of the critical size, Trans. Amer. Math. Soc., 284 (1984), pp. 617–649. · Zbl 0508.60067
[12] A. Bensoussan, J. L. Lions, and G. C. Papanicolaou, Boundary layers and homogenization of transport processes, Publ. Res. Inst. Math. Sci., 15 (1979), pp. 53–157, . · Zbl 0408.60100
[13] K. M. Case and P. Zweifel, Linear Transport Theory, Addison-Wesley, Reading, MA, 1967. · Zbl 0162.58903
[14] K. Chen, Q. Li, and L. Wang, Stability of stationary inverse transport equation in diffusion scaling, Inverse Problems, 34 (2018), 025004. · Zbl 1474.35690
[15] Y. Cheng, I. M. Gamba, and K. Ren, Recovering doping profiles in semiconductor devices with the Boltzmann-Poisson model, J. Comput. Phys., 230 (2011), pp. 3391–3412. · Zbl 1220.82099
[16] M. Choulli and P. Stefanov, Inverse scattering and inverse boundary value problems for the linear Boltzmann equation, Comm. Partial Differential Equations, 21 (1996), pp. 763–785. · Zbl 0857.35131
[17] M. Choulli and P. Stefanov, An inverse boundary value problem for the stationary transport equation, Osaka J. Math., 36 (1998), pp. 87–104. · Zbl 0998.35064
[18] R. Dautray and J.-L. Lions, Mathematical Analysis and Numerical Methods for Science and Technology, Springer, Berlin, 1993.
[19] A. Greenleaf, M. Lassas, and G. Uhlmann, On nonuniqueness for Calderón inverse problem, Math. Res. Lett., 10 (2003), pp. 685–693. · Zbl 1054.35127
[20] G.Uhlmann, Electrical impedance tomography and Calderón’s problem, Inverse Problems, 25 (2009), 123011. · Zbl 1181.35339
[21] I. Langmore, The stationary transport problem with angularly averaged measurements, Inverse Problems, 24 (2008), 015024. · Zbl 1154.35468
[22] E. Larsen, Solution of three-dimensional inverse transport problems, Transp. Theory Stat. Phys., 17 (1988), pp. 147–167. · Zbl 0653.45006
[23] E. Larsen and J. Keller, Asymptotic solution of neutron transport problems for small mean free paths, J. Math. Phys., 15 (1974), pp. 75–81.
[24] C. L. Leakeas and E. W. Larsen, Generalized Fokker-Planck approximations of particle transport with highly forward-peaked scattering, Nuclear Sci. Engrg., 137 (2001), pp. 236–250.
[25] M. Machida, G. Y. Panasyuk, Z.-M. Wang, V. A. Markel, and J. C. Schotland, Radiative transport and optical tomography with large datasets, J. Opt. Soc. Am. A, 33 (2016), pp. 551–558.
[26] M. Machida and J. C. Schotland, Inverse Born series for the radiative transport equation, Inverse Problems, 31 (2015), 095009. · Zbl 1327.65285
[27] G. Papanicolaou, Asymptotic analysis of transport process, Bull. Amer. Math. Soc., 81 (1975), pp. 330–392. · Zbl 0361.60056
[28] G. Pomraning, The Fokker-Planck operator as an asymptotic limit, Math. Models Methods Appl. Sci., 02 (1992), pp. 21–36. · Zbl 0796.45013
[29] K. Ren, Recent developments in numerical techniques for transport-based medical imaging methods, Comm. Comput. Phys, 8 (2010), pp. 1–50. · Zbl 1364.94100
[30] K. Ren, G. Bal, and A. H. Hielscher, Transport- and diffusion-based optical tomography in small domains: A comparative study, Appl. Opt., 46 (2007), pp. 6669–6679.
[31] V. Romanov, Stability estimates in problems of recovering the attenuation coefficient and the scattering indicatrix for the transport equation, J. Inverse Ill-Posed Probl., 4 (1996), pp. 297–305. · Zbl 0860.35146
[32] T. Saratoon, T. Tarvainen, B. T. Cox, and S. R. Arridge, A gradient-based method for quantitative photoacoustic tomography using the radiative transfer equation, Inverse Problems, 29 (2013), 075006, . · Zbl 1295.92019
[33] P. Stefanov and A. Tamasan, Uniqueness and non-uniqueness in inverse radiative transfer, Proc. Amer. Math. Soc., 137 (2009), pp. 2335–2344. · Zbl 1173.35122
[34] J. Tang, W. Han, and B. Han, A theoretical study for RTE-based parameter identification problems, Inverse Problems, 29 (2013), 095002, . · Zbl 1287.45006
[35] J. Wang, Stability estimates of an inverse problem for the stationary transport equation, Ann. Inst. Henri Poincaré, 70 (1999), pp. 473–495. · Zbl 0963.35204
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.