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Transmission eigenvalue distribution in disordered media from radiant field theory

David Gaspard* and Arthur Goetschy†

  • *Contact author: david.gaspard@espci.psl.eu
  • †Contact author: arthur.goetschy@espci.psl.eu

Phys. Rev. Research 7, 033071 – Published 17 July, 2025

DOI: https://doi.org/10.1103/djhy-16mh

Abstract

We develop a field-theoretic formalism, called radiant field theory, to calculate the distribution of transmission eigenvalues for coherent wave propagation in disordered media. At its core is a self-consistent transport equation for a 2×2 matrix radiance, reminiscent of the radiative transfer equation but capable of capturing coherent interference effects. This framework goes beyond the limitations of the Dorokhov-Mello-Pereyra-Kumar theory by accounting for both quasiballistic and diffusive regimes. It also handles open geometries inaccessible to standard wave-equation solvers such as infinite slabs. Analytical and numerical solutions are provided for these geometries, highlighting in particular the impact of the waveguide shape and the grazing modes on the transmission eigenvalue distribution in the quasiballistic regime. By removing the macroscopic assumptions of random matrix models, this microscopic theory enables the calculation of transmission statistics in regimes previously out of reach. It also provides a foundation for exploring more complex observables and physical effects relevant to wavefront shaping in realistic disordered systems.

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See Also

Radiant Field Theory: A Transport Approach to Shaped Wave Transmission through Disordered Media

David Gaspard and Arthur Goetschy
Phys. Rev. Lett. 135, 033804 (2025)

Article Text

References (75)

  1. I. M. Vellekoop and A. P. Mosk, Focusing coherent light through opaque strongly scattering media, Opt. Lett. 32, 2309 (2007).
  2. A. P. Mosk, A. Lagendijk, G. Lerosey, and M. Fink, Controlling waves in space and time for imaging and focusing in complex media, Nat. Photonics 6, 283 (2012).
  3. S. Rotter and S. Gigan, Light fields in complex media: Mesoscopic scattering meets wave control, Rev. Mod. Phys. 89, 015005 (2017).
  4. H. Cao, A. P. Mosk, and S. Rotter, Shaping the propagation of light in complex media, Nat. Phys. 18, 994 (2022).
  5. J. Kubby, S. Gigan, and M. Cui, Wavefront Shaping for Biomedical Imaging, Advances in Microscopy and Microanalysis (Cambridge University Press, Cambridge, 2019).
  6. M. Di Renzo, A. Zappone, M. Debbah et al., Smart radio environments empowered by reconfigurable intelligent surfaces: How it works, state of research, and the road ahead, IEEE J. Sel. Areas Commun. 38, 2450 (2020).
  7. G. Lerosey and M. Fink, Wavefront Shaping for wireless communications in complex media: From time reversal to reconfigurable intelligent surfaces, Proc. IEEE 110, 1210 (2022).
  8. C.-P. Yu, F. Vega Ibañez, A. Béché, and J. Verbeeck, Quantum wavefront shaping with a 48-element programmable phase plate for electrons, SciPost Phys. 15, 223 (2023).
  9. S. Gigan, O. Katz, H. B. de Aguiar et al., Roadmap on wavefront shaping and deep imaging in complex media, J. Phys. Photonics 4, 042501 (2022).
  10. K. Y. Bliokh, E. Karimi, M. J. Padgett et al., Roadmap on structured waves, J. Opt. 25, 103001 (2023).
  11. M. Kim, Y. Choi, C. Yoon et al., Maximal energy transport through disordered media with the implementation of transmission eigenchannels, Nat. Photonics 6, 581 (2012).
  12. S. M. Popoff, A. Goetschy, S. F. Liew et al., Coherent control of total transmission of light through disordered media, Phys. Rev. Lett. 112, 133903 (2014).
  13. O. N. Dorokhov, On the coexistence of localized and extended electronic states in the metallic phase, Solid State Commun. 51, 381 (1984).
  14. C. W. J. Beenakker, Random-matrix theory of quantum transport, Rev. Mod. Phys. 69, 731 (1997).
  15. W. Choi, A. P. Mosk, Q.-H. Park, and W. Choi, Transmission eigenchannels in a disordered medium, Phys. Rev. B 83, 134207 (2011).
  16. M. Davy, Z. Shi, J. Park et al., Universal structure of transmission eigenchannels inside opaque media, Nat. Commun. 6, 6893 (2015).
  17. H. Yılmaz, C. W. Hsu, A. Yamilov, and H. Cao, Transverse localization of transmission eigenchannels, Nat. Photon. 13, 352 (2019).
  18. H. Yılmaz, C. W. Hsu, A. Goetschy et al., Angular memory effect of transmission eigenchannels, Phys. Rev. Lett. 123, 203901 (2019).
  19. N. Bender, A. Yamilov, H. Yılmaz, and H. Cao, Fluctuations and correlations of transmission eigenchannels in diffusive media, Phys. Rev. Lett. 125, 165901 (2020).
  20. P. Hong, M. Yi, L. Zhang et al., Long-range correlation of transmitted light through transmission eigenchannels in disordered media, Phys. Rev. B 111, 024202 (2025).
  21. Z. Shi and A. Z. Genack, Dynamic and spectral properties of transmission eigenchannels in random media, Phys. Rev. B 92, 184202 (2015).
  22. R. E. McIntosh, A. Goetschy, N. Bender et al., Spectral width of maximum deposition eigenchannels in diffusive media, Phys. Rev. B 111, 144202 (2025).
  23. O. N. Dorokhov, Transmission coefficient and the localization length of an electron in N bound disordered chains, Pis'ma Zh. Eksp. Teor. Fiz. 36, 259 (1982) [JETP Lett. 36, 318 (1982)].
  24. P. A. Mello, P. Pereyra, and N. Kumar, Macroscopic approach to multichannel disordered conductors, Ann. Phys. 181, 290 (1988).
  25. A. Goetschy and A. D. Stone, Filtering random matrices: The effect of incomplete channel control in multiple scattering, Phys. Rev. Lett. 111, 063901 (2013).
  26. C. W. Hsu, S. F. Liew, A. Goetschy et al., Correlation-enhanced control of wave focusing in disordered media, Nat. Phys. 13, 497 (2017).
  27. D. V. Voiculescu, K. J. Dykema, and A. Nica, Free Random Variables, CRM Monograph Series, Vol. 1 (American Mathematical Society, Providence, Rhode Island, USA, 1992).
  28. A. M. Tulino and S. Verdú, Random matrix theory and wireless communications, Found. Trends Commun. Inf. Theory 1, 1 (2004).
  29. C. W. Hsu, A. Goetschy, Y. Bromberg et al., Broadband coherent enhancement of transmission and absorption in disordered media, Phys. Rev. Lett. 115, 223901 (2015).
  30. S. Chandrasekhar, Radiative Transfer, Dover Books on Intermediate and Advanced Mathematics (Dover, New York, 1960).
  31. D. Gaspard and A. Goetschy, companion paper, Radiant field theory: A transport approach to shaped wave transmission through disordered media, Phys. Rev. Lett. 135, 033804 (2025).
  32. P. A. Mello and S. Tomsovic, Scattering approach to quantum transport: Toward a consistent physical picture, Phys. Rev. Lett. 67, 342 (1991).
  33. P. A. Mello and S. Tomsovic, Scattering approach to quantum electronic transport, Phys. Rev. B 46, 15963 (1992).
  34. T. S. Misirpashaev, J. C. J. Paasschens, and C. W. J. Beenakker, Localization in a disordered multi-mode waveguide with absorption or amplification, Physica A 236, 189 (1997).
  35. P. W. Brouwer, Transmission through a many-channel random waveguide with absorption, Phys. Rev. B 57, 10526 (1998).
  36. K. A. Muttalib and J. R. Klauder, Generalized Fokker-Planck equation for multichannel disordered quantum conductors, Phys. Rev. Lett. 82, 4272 (1999).
  37. A. Douglas, P. Markoš, and K. A. Muttalib, The generalized DMPK equation revisited: Towards a systematic derivation, J. Phys. A: Math. Theor. 47, 125103 (2014).
  38. I. M. Suslov, General form of DMPK equation, J. Exp. Theor. Phys. 127, 131 (2018).
  39. F. Wegner, The mobility edge problem: Continuous symmetry and a conjecture, Z. Phys. B 35, 207 (1979).
  40. L. Schäfer and F. Wegner, Disordered system with n orbitals per site: Lagrange formulation, hyperbolic symmetry, and Goldstone modes, Z. Phys. B 38, 113 (1980).
  41. S. F. Edwards and P. W. Anderson, Theory of spin glasses, J. Phys. F: Met. Phys. 5, 965 (1975).
  42. D. J. Thouless, Phase transitions for the one-dimensional Landau-Ginzburg system and their relation to the theory of polymers and of electrons in a random potential, J. Phys. C 8, 1803 (1975).
  43. A. Nitzan, K. F. Freed, and M. H. Cohen, Renormalization group and critical localization, Phys. Rev. B 15, 4476 (1977).
  44. A. Aharony and Y. Imry, The mobility edge as a spin-glass problem, J. Phys. C 10, L487 (1977).
  45. K. B. Efetov, Supersymmetry method in localization theory, Zh. Eksp. Teor. Fiz. 82, 872 (1982) [Sov. Phys. JETP 55, 514 (1982)].
  46. K. B. Efetov, Supersymmetry and theory of disordered metals, Adv. Phys. 32, 53 (1983).
  47. K. B. Efetov, Supersymmetry in Disorder and Chaos (Cambridge University Press, Cambridge, 1997).
  48. K. B. Efetov, A. I. Larkin, and D. E. Khmelnitskii, Interaction of diffusion modes in the theory of localization, Zh. Eksp. Teor. Fiz. 79, 1120 (1980) [Sov. Phys. JETP 52, 568 (1980)].
  49. L. P. Gor'kov, Microscopic derivation of the Ginzburg-Landau equations in the theory of superconductivity, Zh. Eksp. Teor. Fiz. 36, 1918 (1959) [Sov. Phys. JETP 9, 1364 (1959)].
  50. G. Eilenberger, Transformation of Gorkov's equation for type II superconductors into transport-like equations, Z. Phys. A 214, 195 (1968).
  51. K. D. Usadel, Generalized diffusion equation for superconducting alloys, Phys. Rev. Lett. 25, 507 (1970).
  52. A. I. Larkin and Y. N. Ovchinnikov, Quasiclassical method in the theory of superconductivity, Zh. Eksp. Teor. Fiz. 55, 2262 (1968) [Sov. Phys. JETP 28, 1200 (1969)].
  53. Y. V. Nazarov, Limits of universality in disordered conductors, Phys. Rev. Lett. 73, 134 (1994).
  54. Y. V. Nazarov and Y. M. Blanter, Quantum Transport: Introduction to Nanoscience (Cambridge University Press, Cambridge, 2009).
  55. I. V. Lerner, Nonlinear sigma model for normal and superconducting systems: A pedestrian approach, in Quantum Phenomena in Mesoscopic Systems, Proceedings of the International School of Physics “Enrico Fermi”, Vol. 151, edited by B. Altshuler, A. Tagliacozzo, and V. Tognetti (IOS Press, Amsterdam, 2003), pp. 271–301.
  56. A. Kamenev, Field Theory of Non-Equilibrium Systems, 2nd ed. (Cambridge University Press, Cambridge, 2023).
  57. N. Kopnin, Theory of Nonequilibrium Superconductivity, International Series of Monographs on Physics No. 110 (Oxford University Press, New York, 2001).
  58. F. W. J. Olver, D. W. Lozier, R. F. Boisvert, and C. W. Clark, NIST Handbook of Mathematical Functions, 1st ed. (Cambridge University Press, Cambridge, 2010).
  59. E. Akkermans and G. Montambaux, Mesoscopic Physics of Electrons and Photons, 1st ed. (Cambridge University Press, Cambridge, 2007).
  60. D. S. Fisher and P. A. Lee, Relation between conductivity and transmission matrix, Phys. Rev. B 23, 6851 (1981).
  61. N. Bender, A. Yamilov, A. Goetschy et al., Depth-targeted energy delivery deep inside scattering media, Nat. Phys. 18, 309 (2022).
  62. R. McIntosh, A. Goetschy, N. Bender et al., Delivering broadband light deep inside diffusive media, Nat. Photon. 18, 744 (2024).
  63. A. Altland, A. Kamenev, and C. Tian, Anderson localization from the replica formalism, Phys. Rev. Lett. 95, 206601 (2005).
  64. A. V. Zaitsev, Quasiclassical equations of the theory of superconductivity for contiguous metals and the properties of constricted microcontacts, Zh. Eksp. Teor. Fiz. 86, 1742 (1984) [Sov. Phys. JETP 59, 1015 (1984)].
  65. Y. V. Nazarov, Novel circuit theory of Andreev reflection, Superlattices Microstruct. 25, 1221 (1999).
  66. W. B. Case, Wigner functions and Weyl transforms for pedestrians, Am. J. Phys. 76, 937 (2008).
  67. C. Cohen-Tannoudji, B. Diu, and F. Laloë, Quantum Mechanics, Volume 3: Fermions, Bosons, Photons, Correlations, and Entanglement, 1st ed. (Wiley, Weinheim, 2020).
  68. D. Gaspard, Ebsolve - Solving the matrix transport equation for the transmission eigenvalue distribution in a disordered waveguide, Zenodo (2025), https://doi.org/10.5281/zenodo.15090497.
  69. W. H. Press, S. A. Teukolsky, W. T. Vetterling, and B. P. Flannery, Numerical Recipes: The Art of Scientific Computing, 3rd ed. (Cambridge University Press, Cambridge, 2007).
  70. K. Vynck, R. Pierrat, R. Carminati et al., Light in correlated disordered media, Rev. Mod. Phys. 95, 045003 (2023).
  71. N. Schopohl and K. Maki, Quasiparticle spectrum around a vortex line in a d-wave superconductor, Phys. Rev. B 52, 490 (1995).
  72. N. Schopohl, Transformation of the Eilenberger equations of superconductivity to a scalar Riccati equation, arXiv:cond-mat/9804064.
  73. W. Belzig, F. K. Wilhelm, C. Bruder et al., Quasiclassical Green's function approach to mesoscopic superconductivity, Superlattices Microstruct. 25, 1251 (1999).
  74. Y. Nagai, K. Tanaka, and N. Hayashi, Quasiclassical numerical method for mesoscopic superconductors: Bound states in a circular d-wave island with a single vortex, Phys. Rev. B 86, 094526 (2012).
  75. J. Schiff and S. Shnider, A natural approach to the numerical integration of Riccati differential equations, SIAM J. Numer. Anal. 36, 1392 (1999).

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